From 4de957a50654aac7b9798048a9e4db889cbc5d60 Mon Sep 17 00:00:00 2001 From: Mark Bruggemann Date: Thu, 13 Jul 2023 11:47:25 +0100 Subject: [PATCH 1/4] Prevent nan values for zero-frequency component in spectrum Previously providing a zero frequency when creating a spectrum (JONSWAP or Pierson Moskowitz) produced a NaN value. This is due the f^-5 and f^-4 terms in the calculation. The zero frequency is a valid input and is important when calculating the surface elevation from the spectrum. We know, however, that the zero frequency should __always__ have zero amplitude as the surface elevation has a mean of zero. This change ensures that if a zero frequency is provided, the amplitude is set to zero. --- .gitignore | 3 +++ mhkit/tests/wave/test_resource_spectrum.py | 22 ++++++++++++++++++++ mhkit/wave/resource.py | 24 ++++++++++++++++++++-- 3 files changed, 47 insertions(+), 2 deletions(-) diff --git a/.gitignore b/.gitignore index ce3e47416..8a60a1ba3 100644 --- a/.gitignore +++ b/.gitignore @@ -32,3 +32,6 @@ $ cat .gitignore # Exemptions !**/examples/data/wave/*.mat !**/tests/data/wave/*.mat + +# Files created during tests +mhkit/tests/wave/plots/ diff --git a/mhkit/tests/wave/test_resource_spectrum.py b/mhkit/tests/wave/test_resource_spectrum.py index 3b96cb477..7e6d86ff3 100644 --- a/mhkit/tests/wave/test_resource_spectrum.py +++ b/mhkit/tests/wave/test_resource_spectrum.py @@ -55,6 +55,17 @@ def test_pierson_moskowitz_spectrum(self): self.assertLess(errorHm0, 0.01) self.assertLess(errorTp0, 0.01) + def test_pierson_moskowitz_spectrum_zero_freq(self): + df = 0.1 + f_zero = np.arange(0, 1, df) + f_nonzero = np.arange(df, 1, df) + + S_zero = wave.resource.pierson_moskowitz_spectrum(f_zero, self.Tp, self.Hs) + S_nonzero = wave.resource.pierson_moskowitz_spectrum(f_nonzero, self.Tp, self.Hs) + + self.assertEqual(S_zero.values.squeeze()[0], 0.0) + self.assertGreater(S_nonzero.values.squeeze()[0], 0.0) + def test_jonswap_spectrum(self): S = wave.resource.jonswap_spectrum(self.f, self.Tp, self.Hs) Hm0 = wave.resource.significant_wave_height(S).iloc[0,0] @@ -66,6 +77,17 @@ def test_jonswap_spectrum(self): self.assertLess(errorHm0, 0.01) self.assertLess(errorTp0, 0.01) + def test_jonswap_spectrum_zero_freq(self): + df = 0.1 + f_zero = np.arange(0, 1, df) + f_nonzero = np.arange(df, 1, df) + + S_zero = wave.resource.jonswap_spectrum(f_zero, self.Tp, self.Hs) + S_nonzero = wave.resource.jonswap_spectrum(f_nonzero, self.Tp, self.Hs) + + self.assertEqual(S_zero.values.squeeze()[0], 0.0) + self.assertGreater(S_nonzero.values.squeeze()[0], 0.0) + def test_surface_elevation_phases_np_and_pd(self): S0 = wave.resource.jonswap_spectrum(self.f,self.Tp,self.Hs) S1 = wave.resource.jonswap_spectrum(self.f,self.Tp,self.Hs*1.1) diff --git a/mhkit/wave/resource.py b/mhkit/wave/resource.py index 0d7df634f..fbe148201 100644 --- a/mhkit/wave/resource.py +++ b/mhkit/wave/resource.py @@ -90,7 +90,17 @@ def pierson_moskowitz_spectrum(f, Tp, Hs): f.sort() B_PM = (5/4)*(1/Tp)**4 A_PM = B_PM*(Hs/2)**2 - Sf = A_PM*f**(-5)*np.exp(-B_PM*f**(-4)) + + # Avoid a divide by zero if the 0 frequency is provided + # The zero frequency should always have 0 amplitude, otherwise + # we end up with a mean offset when computing the surface elevation. + Sf = np.zeros(f.size) + if f[0] == 0.0: + inds = range(1, f.size) + else: + inds = range(0, f.size) + + Sf[inds] = A_PM*f[inds]**(-5)*np.exp(-B_PM*f[inds]**(-4)) col_name = 'Pierson-Moskowitz ('+str(Tp)+'s)' S = pd.DataFrame(Sf, index=f, columns=[col_name]) @@ -132,7 +142,17 @@ def jonswap_spectrum(f, Tp, Hs, gamma=None): f.sort() B_PM = (5/4)*(1/Tp)**4 A_PM = B_PM*(Hs/2)**2 - S_f = A_PM*f**(-5)*np.exp(-B_PM*f**(-4)) + + # Avoid a divide by zero if the 0 frequency is provided + # The zero frequency should always have 0 amplitude, otherwise + # we end up with a mean offset when computing the surface elevation. + S_f = np.zeros(f.size) + if f[0] == 0.0: + inds = range(1, f.size) + else: + inds = range(0, f.size) + + S_f[inds] = A_PM*f[inds]**(-5)*np.exp(-B_PM*f[inds]**(-4)) if not gamma: TpsqrtHs = Tp/np.sqrt(Hs); From b8f1ccb9e548712f4fb403bd35ac5012bf98cfe7 Mon Sep 17 00:00:00 2001 From: Mark Bruggemann Date: Thu, 13 Jul 2023 11:54:33 +0100 Subject: [PATCH 2/4] Compute surface elevation using IFFT Previously the surface elevation was only computed using the 'sum of sines' method. This has been found to be prohibitively slow when computing long duration surface elevation traces. This commit introduces the capability to compute the surface elevation using the more computationally efficient IFFT. The IFFT routine is used by default if no frequency bins are provided and the input frequency vector is equally spaced. For example a 1hr sea state realisation at 20Hz took 11s to compute using the 'sum of sines' and 0.007s using the IFFT. Fixes #229 --- mhkit/tests/wave/test_resource_spectrum.py | 15 +++++-- mhkit/wave/resource.py | 52 +++++++++++++++++----- 2 files changed, 51 insertions(+), 16 deletions(-) diff --git a/mhkit/tests/wave/test_resource_spectrum.py b/mhkit/tests/wave/test_resource_spectrum.py index 7e6d86ff3..30e4e3c4e 100644 --- a/mhkit/tests/wave/test_resource_spectrum.py +++ b/mhkit/tests/wave/test_resource_spectrum.py @@ -32,12 +32,11 @@ class TestResourceSpectrum(unittest.TestCase): @classmethod def setUpClass(self): - omega = np.arange(0.1,3.5,0.01) - self.f = omega/(2*np.pi) + Trep = 600 + df = 1 / Trep + self.f = np.arange(0, 1, df) self.Hs = 2.5 self.Tp = 8 - df = self.f[1] - self.f[0] - Trep = 1/df self.t = np.arange(0, Trep, 0.05) @classmethod @@ -151,6 +150,14 @@ def test_surface_elevation_rmse(self): self.assertLess(rmse_sum, 0.02) + def test_ifft_sum_of_sines(self): + S = wave.resource.jonswap_spectrum(self.f, self.Tp, self.Hs) + + eta_ifft = wave.resource.surface_elevation(S, self.t, seed=1, method='ifft') + eta_sos = wave.resource.surface_elevation(S, self.t, seed=1, method='sum_of_sines') + + assert_allclose(eta_ifft, eta_sos) + def test_plot_spectrum(self): filename = abspath(join(plotdir, 'wave_plot_spectrum.png')) if isfile(filename): diff --git a/mhkit/wave/resource.py b/mhkit/wave/resource.py index fbe148201..ab76c74ad 100644 --- a/mhkit/wave/resource.py +++ b/mhkit/wave/resource.py @@ -182,7 +182,7 @@ def jonswap_spectrum(f, Tp, Hs, gamma=None): return S ### Metrics -def surface_elevation(S, time_index, seed=None, frequency_bins=None, phases=None): +def surface_elevation(S, time_index, seed=None, frequency_bins=None, phases=None, method='ifft'): """ Calculates wave elevation time-series from spectrum @@ -198,6 +198,13 @@ def surface_elevation(S, time_index, seed=None, frequency_bins=None, phases=None phases: numpy array or pandas DataFrame (optional) Explicit phases for frequency components (overrides seed) for example, phases = np.random.rand(len(S)) * 2 * np.pi + method: str (optional) + Method used to calculate the surface elevation. 'ifft' + (Inverse Fast Fourier Transform) used by default if the + given frequency_bins==None. + 'sum_of_sines' explicitly sums each frequency component + and used by default if frequency_bins are provided. + The 'ifft' method is significantly faster. Returns --------- @@ -214,6 +221,7 @@ def surface_elevation(S, time_index, seed=None, frequency_bins=None, phases=None "frequency_bins must be of type None, np.ndarray, or pd,DataFrame") assert isinstance(phases, (type(None), np.ndarray, pd.DataFrame)), ( 'phases must be of type None, np.ndarray, or pd,DataFrame') + assert isinstance(method, str) if frequency_bins is not None: assert frequency_bins.squeeze().shape == (S.squeeze().shape[0],),( @@ -221,6 +229,13 @@ def surface_elevation(S, time_index, seed=None, frequency_bins=None, phases=None if phases is not None: assert phases.squeeze().shape == S.squeeze().shape,( 'shape of phases must match shape of S') + + if method is not None: + assert method == 'ifft' or method == 'sum_of_sines',( + f"unknown method {method}, options are 'ifft' or 'sum_of_sines'") + + if method == 'ifft': + assert S.index.values[0] == 0, ('ifft method must have zero frequency defined') f = pd.Series(S.index) f.index = f @@ -229,10 +244,12 @@ def surface_elevation(S, time_index, seed=None, frequency_bins=None, phases=None assert np.allclose(f.diff()[1:], delta_f) elif isinstance(frequency_bins, np.ndarray): delta_f = pd.Series(frequency_bins, index=S.index) + method = 'sum_of_sines' elif isinstance(frequency_bins, pd.DataFrame): assert len(frequency_bins.columns) == 1, ('frequency_bins must only' 'contain 1 column') delta_f = frequency_bins.squeeze() + method = 'sum_of_sines' if phases is None: np.random.seed(seed) @@ -251,17 +268,28 @@ def surface_elevation(S, time_index, seed=None, frequency_bins=None, phases=None A = A.multiply(delta_f, axis=0) A = np.sqrt(A) - # Product of omega and time - B = np.outer(time_index, omega) - B = B.reshape((len(time_index), len(omega))) - B = pd.DataFrame(B, index=time_index, columns=omega.index) - - # wave elevation - eta = pd.DataFrame(columns=S.columns, index=time_index) - for mcol in eta.columns: - C = np.cos(B+phase[mcol]) - C = pd.DataFrame(C, index=time_index, columns=omega.index) - eta[mcol] = (C*A[mcol]).sum(axis=1) + if method == 'ifft': + A_cmplx = A * (np.cos(phase) + 1j*np.sin(phase)) + + def func(v): + eta = np.fft.irfft(0.5 * v.values.squeeze() * time_index.size, time_index.size) + return pd.Series(data=eta, index=time_index) + + eta = A_cmplx.apply(func) + + elif method == 'sum_of_sines': + # Product of omega and time + B = np.outer(time_index, omega) + B = B.reshape((len(time_index), len(omega))) + B = pd.DataFrame(B, index=time_index, columns=omega.index) + + # wave elevation + eta = pd.DataFrame(columns=S.columns, index=time_index) + for mcol in eta.columns: + C = np.cos(B+phase[mcol]) + C = pd.DataFrame(C, index=time_index, columns=omega.index) + eta[mcol] = (C*A[mcol]).sum(axis=1) + return eta From 2cc6e94ea0b499257abd8285dc0428a8ff319ee0 Mon Sep 17 00:00:00 2001 From: akeeste Date: Tue, 25 Jul 2023 11:31:46 -0500 Subject: [PATCH 3/4] add docstrings to surface_elevation --- mhkit/wave/resource.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/mhkit/wave/resource.py b/mhkit/wave/resource.py index ab76c74ad..c079b1718 100644 --- a/mhkit/wave/resource.py +++ b/mhkit/wave/resource.py @@ -195,6 +195,8 @@ def surface_elevation(S, time_index, seed=None, frequency_bins=None, phases=None for example, time = np.arange(0,100,0.01) seed: int (optional) Random seed + frequency_bins: numpy array or pandas DataFrame (optional) + Bin widths for frequency of S. Required for unevenly sized bins phases: numpy array or pandas DataFrame (optional) Explicit phases for frequency components (overrides seed) for example, phases = np.random.rand(len(S)) * 2 * np.pi From f6e7ccd7fed8fac823178dafb60cf18f79f4e641 Mon Sep 17 00:00:00 2001 From: akeeste Date: Tue, 25 Jul 2023 12:38:22 -0500 Subject: [PATCH 4/4] update surface_elevation calls in examples --- .../extreme_response_contour_example.ipynb | 27 +- ...reme_response_full_sea_state_example.ipynb | 442 +++++++++--------- examples/short_term_extremes_example.ipynb | 85 ++-- 3 files changed, 276 insertions(+), 278 deletions(-) diff --git a/examples/extreme_response_contour_example.ipynb b/examples/extreme_response_contour_example.ipynb index 63a583c66..9fe687e0d 100644 --- a/examples/extreme_response_contour_example.ipynb +++ b/examples/extreme_response_contour_example.ipynb @@ -133,7 +133,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 4, @@ -142,7 +142,7 @@ }, { "data": { - 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", 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\n", "text/plain": [ "
" ] @@ -216,12 +216,12 @@ " i += 1\n", " print(f\"Sea state {i}/{n}. (Hs, Te) = ({hs} m, {te} s). Tp = {tp} s\")\n", " # time & frequency arrays\n", - " f0 = 1.0/t_sim\n", + " df = 1.0/t_sim\n", " T_min = tp/10.0 # s\n", " f_max = 1.0/T_min\n", - " Nf = int(f_max/f0)\n", + " Nf = int(f_max/df) + 1\n", " time = np.linspace(0, t_sim, 2*Nf+1)\n", - " f = np.linspace(f0, f_max, Nf)\n", + " f = np.linspace(0.0, f_max, Nf)\n", " # spectrum\n", " S = resource.jonswap_spectrum(f, tp, hs, gamma)\n", " # 1-hour elevation time-series\n", @@ -251,7 +251,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\hivanov\\AppData\\Local\\Continuum\\anaconda3\\envs\\MHKdev\\lib\\site-packages\\scipy\\stats\\_distn_infrastructure.py:2738: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n", + "C:\\Users\\akeeste\\Anaconda3\\envs\\mhkit\\lib\\site-packages\\scipy\\stats\\_distn_infrastructure.py:2772: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n", " vals = integrate.quad(fun, lb, ub, **kwds)[0] / invfac\n" ] }, @@ -259,7 +259,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Design sea state (Hs, Te): (13.015332697148471 m, 16.75 s)\n" + "Design sea state (Hs, Te): (13.259537838635064 m, 18.5 s)\n" ] } ], @@ -291,7 +291,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Design (extreme) reponse: 15.53183951172818 m\n" + "Design (extreme) reponse: 15.379132089810174 m\n" ] } ], @@ -301,18 +301,11 @@ "\n", "print(f\"Design (extreme) reponse: {response_design} m\")" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -326,7 +319,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.9.12" } }, "nbformat": 4, diff --git a/examples/extreme_response_full_sea_state_example.ipynb b/examples/extreme_response_full_sea_state_example.ipynb index bbcc3803d..258a3fcb2 100644 --- a/examples/extreme_response_full_sea_state_example.ipynb +++ b/examples/extreme_response_full_sea_state_example.ipynb @@ -142,7 +142,7 @@ "outputs": [ { "data": { - "image/png": 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", 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\n", 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" ] @@ -205,206 +205,218 @@ "name": "stdout", "output_type": "stream", "text": [ - "Sea state 1/200. (Hs, Te) = (2.7476690431712387 m, 9.898396804782426 s). Tp = 10.953763434059923 s\n", - "Sea state 2/200. (Hs, Te) = (3.531570115440943 m, 11.072854690290276 s). Tp = 12.253441967345596 s\n", - "Sea state 3/200. (Hs, Te) = (3.5631169008261416 m, 10.529043453084103 s). Tp = 11.651649600094585 s\n", - "Sea state 4/200. (Hs, Te) = (3.3136880458617415 m, 9.477416257821945 s). Tp = 10.48789795981279 s\n", - "Sea state 5/200. (Hs, Te) = (3.172687890319087 m, 9.360633157328573 s). Tp = 10.35866345031299 s\n", - "Sea state 6/200. (Hs, Te) = (3.0630002153170452 m, 8.59765613746172 s). Tp = 9.514337854353085 s\n", - "Sea state 7/200. (Hs, Te) = (2.7069002802048345 m, 8.619396416083681 s). Tp = 9.538396080519615 s\n", - "Sea state 8/200. (Hs, Te) = (2.4473757676516734 m, 8.436380373858702 s). Tp = 9.335866875971888 s\n", - "Sea state 9/200. (Hs, Te) = (2.046394958916393 m, 7.376850430979894 s). Tp = 8.163369897472288 s\n", - "Sea state 10/200. (Hs, Te) = (2.293289736769183 m, 8.853033813999282 s). Tp = 9.796943887461476 s\n", - "Sea state 11/200. (Hs, Te) = (2.2020532526799967 m, 8.69872911280172 s). Tp = 9.626187225850904 s\n", - "Sea state 12/200. (Hs, Te) = (2.0876480479410366 m, 8.539262027183852 s). Tp = 9.449717766621593 s\n", - "Sea state 13/200. (Hs, Te) = (1.8902057494339104 m, 8.529332396785021 s). Tp = 9.438729439469068 s\n", - "Sea state 14/200. (Hs, Te) = (2.308096327590195 m, 9.112272664224243 s). Tp = 10.083822772424941 s\n", - "Sea state 15/200. (Hs, Te) = (1.9622893666119121 m, 9.151949676311485 s). Tp = 10.127730145785039 s\n", - "Sea state 16/200. (Hs, Te) = (2.305667961346008 m, 9.200023294046321 s). Tp = 10.18092937051529 s\n", - "Sea state 17/200. (Hs, Te) = (1.9701858425767147 m, 10.185262006644049 s). Tp = 11.27121419104896 s\n", - "Sea state 18/200. (Hs, Te) = (2.292470528080541 m, 9.616889178090641 s). Tp = 10.642241476668234 s\n", - "Sea state 19/200. (Hs, Te) = (2.6097974565855493 m, 10.607583411714911 s). Tp = 11.738563485638863 s\n", - "Sea state 20/200. (Hs, Te) = (2.7555697594812547 m, 10.323372655443912 s). Tp = 11.42405019111185 s\n", - "Sea state 21/200. (Hs, Te) = (3.682633905384873 m, 12.402475369156193 s). Tp = 13.724826744150525 s\n", - "Sea state 22/200. (Hs, Te) = (4.212665972583244 m, 12.185046415308522 s). Tp = 13.48421552486582 s\n", - "Sea state 23/200. (Hs, Te) = (4.05026799253212 m, 11.113905814149078 s). Tp = 12.298869960213526 s\n", - "Sea state 24/200. (Hs, Te) = (5.303297566743566 m, 10.639559673240361 s). Tp = 11.773949054753066 s\n", - "Sea state 25/200. (Hs, Te) = (4.924134073730911 m, 9.785109089934313 s). Tp = 10.828396988068192 s\n", - "Sea state 26/200. (Hs, Te) = (3.5985615413148957 m, 8.581846021873012 s). Tp = 9.496842064939978 s\n", - "Sea state 27/200. (Hs, Te) = (3.135645469719277 m, 7.8511911960291645 s). Tp = 8.688284853899408 s\n", - "Sea state 28/200. (Hs, Te) = (2.431810006062661 m, 7.116680274464138 s). Tp = 7.875460410382518 s\n", - "Sea state 29/200. (Hs, Te) = (2.0838410893707966 m, 6.298801092171736 s). Tp = 6.970378985868918 s\n", - "Sea state 30/200. (Hs, Te) = (1.6423455509793814 m, 6.523674804404985 s). Tp = 7.219228723348807 s\n", - "Sea state 31/200. (Hs, Te) = (1.4428843954801813 m, 7.031455517574027 s). Tp = 7.7811489936843605 s\n", - "Sea state 32/200. (Hs, Te) = (1.0660804027836115 m, 7.003369546884362 s). Tp = 7.750068498042693 s\n", - "Sea state 33/200. (Hs, Te) = (0.6706525629195497 m, 7.391577956604073 s). Tp = 8.179667671226758 s\n", - "Sea state 34/200. (Hs, Te) = (0.9453680651508931 m, 8.514256864842773 s). Tp = 9.422046554978298 s\n", - "Sea state 35/200. (Hs, Te) = (0.8606454052847035 m, 9.19445876440277 s). Tp = 10.1747715509674 s\n", - "Sea state 36/200. (Hs, Te) = (1.446046535282041 m, 9.890985020002242 s). Tp = 10.94556140511448 s\n", - "Sea state 37/200. (Hs, Te) = (1.814284454479686 m, 10.884111327310288 s). Tp = 12.044574795357422 s\n", - "Sea state 38/200. (Hs, Te) = (1.8369294990041127 m, 14.071484897068036 s). Tp = 15.571785994067179 s\n", - "Sea state 39/200. (Hs, Te) = (2.4279375035930384 m, 11.721321793811422 s). Tp = 12.971048604746592 s\n", - "Sea state 40/200. (Hs, Te) = (3.4366878484585097 m, 13.500507507743283 s). Tp = 14.939931020760929 s\n", - "Sea state 41/200. (Hs, Te) = (4.881749805564816 m, 15.102009111828629 s). Tp = 16.712184655000232 s\n", - "Sea state 42/200. (Hs, Te) = (5.929650654049805 m, 14.041374740462938 s). Tp = 15.538465493897355 s\n", - "Sea state 43/200. (Hs, Te) = (6.733647106251836 m, 12.756124450005649 s). Tp = 14.116181874349593 s\n", - "Sea state 44/200. (Hs, Te) = (5.823482465094092 m, 10.757719220728456 s). Tp = 11.904706767965251 s\n", - "Sea state 45/200. (Hs, Te) = (4.522240943762454 m, 8.448078861366799 s). Tp = 9.348812655700389 s\n", - "Sea state 46/200. (Hs, Te) = (3.9632342495762476 m, 7.763746279892604 s). Tp = 8.591516564674196 s\n", - "Sea state 47/200. (Hs, Te) = (3.48351682452572 m, 7.324368618974508 s). Tp = 8.105292476993444 s\n", - "Sea state 48/200. (Hs, Te) = (2.563456346797842 m, 6.056216781584966 s). Tp = 6.701930346822829 s\n", - "Sea state 49/200. (Hs, Te) = (1.995627635392273 m, 5.300300446310389 s). Tp = 5.865418245333961 s\n", - "Sea state 50/200. (Hs, Te) = (1.2482525200731613 m, 5.00092407195376 s). Tp = 5.534122375192174 s\n", - "Sea state 51/200. (Hs, Te) = (1.0112713778368576 m, 5.4894639018048546 s). Tp = 6.0747503000819165 s\n", - "Sea state 52/200. (Hs, Te) = (0.7225874968126063 m, 5.797180698365338 s). Tp = 6.415275847873832 s\n", - "Sea state 53/200. (Hs, Te) = (0.3412147422072267 m, 6.444682361990287 s). Tp = 7.131814110219623 s\n", - "Sea state 54/200. (Hs, Te) = (0.37629800539801495 m, 7.278127327491898 s). Tp = 8.054120941059342 s\n", - "Sea state 55/200. (Hs, Te) = (0.2593556848203602 m, 9.772429376897422 s). Tp = 10.814365364588443 s\n", - "Sea state 56/200. (Hs, Te) = (0.22439382449464995 m, 11.838773644910981 s). Tp = 13.101023167012615 s\n", - "Sea state 57/200. (Hs, Te) = (0.7231170863341507 m, 13.331652990941636 s). Tp = 14.75307324285046 s\n", - "Sea state 58/200. (Hs, Te) = (1.0944677391961881 m, 14.740489201708725 s). Tp = 16.31211950806222 s\n", - "Sea state 59/200. (Hs, Te) = (2.2544246940776325 m, 15.00832277152429 s). Tp = 16.608509481238684 s\n", - "Sea state 60/200. (Hs, Te) = (4.221697213400411 m, 15.06617516629942 s). Tp = 16.672530095784513 s\n", - "Sea state 61/200. (Hs, Te) = (0.42919942735341365 m, 14.389743813203152 s). Tp = 15.923977661756238 s\n", - "Sea state 62/200. (Hs, Te) = (0.8066477894744781 m, 14.929114433172016 s). Tp = 16.520855953356616 s\n", - "Sea state 63/200. (Hs, Te) = (2.18706772725983 m, 16.553280263601604 s). Tp = 18.31819027274999 s\n", - "Sea state 64/200. (Hs, Te) = (4.058781607387172 m, 17.104385307921103 s). Tp = 18.92805411250597 s\n", - "Sea state 65/200. (Hs, Te) = (5.280990480119309 m, 17.091896795314423 s). Tp = 18.914234075237836 s\n", - "Sea state 66/200. (Hs, Te) = (6.67877937615683 m, 15.499740904199125 s). Tp = 17.152322593471858 s\n", - "Sea state 67/200. (Hs, Te) = (6.927635065873248 m, 14.740354537612657 s). Tp = 16.31197048608619 s\n", - "Sea state 68/200. (Hs, Te) = (6.837998607790748 m, 12.158743171888053 s). Tp = 13.455107830795898 s\n", - "Sea state 69/200. (Hs, Te) = (6.515875893176208 m, 10.937669435895 s). Tp = 12.103843267109248 s\n", - "Sea state 70/200. (Hs, Te) = (5.304001413051129 m, 8.964849111642947 s). Tp = 9.92068092719158 s\n", - "Sea state 71/200. (Hs, Te) = (4.21625929476447 m, 7.632380539272374 s). Tp = 8.446144614602561 s\n", - "Sea state 72/200. (Hs, Te) = (3.90275894328102 m, 7.0180531016534715 s). Tp = 7.766317612771473 s\n", - "Sea state 73/200. (Hs, Te) = (3.092131576145537 m, 6.263479592630679 s). Tp = 6.931291509609928 s\n", - "Sea state 74/200. (Hs, Te) = (2.061691984692526 m, 5.2597539358137295 s). Tp = 5.8205486676825124 s\n", - "Sea state 75/200. (Hs, Te) = (1.7477973238002613 m, 4.952976645409529 s). Tp = 5.481062796151686 s\n", - "Sea state 76/200. (Hs, Te) = (1.188105496243663 m, 4.789426304957664 s). Tp = 5.300074725638678 s\n", - "Sea state 77/200. (Hs, Te) = (0.8909185568988089 m, 4.865417933018925 s). Tp = 5.384168577720861 s\n", - "Sea state 78/200. (Hs, Te) = (0.5868809150201082 m, 5.342702431380711 s). Tp = 5.912341128176003 s\n", - "Sea state 79/200. (Hs, Te) = (0.3249029161852639 m, 5.8652556732843655 s). Tp = 6.490608973606103 s\n", - "Sea state 80/200. (Hs, Te) = (0.19854447978643908 m, 6.682309275317205 s). Tp = 7.394776794529401 s\n", - "Sea state 81/200. (Hs, Te) = (1.1378533719939599 m, 16.29937669010103 s). Tp = 18.037215511479157 s\n", - "Sea state 82/200. (Hs, Te) = (1.7207753935819574 m, 18.18049776867239 s). Tp = 20.11890163619976 s\n", - "Sea state 83/200. (Hs, Te) = (3.045435393397856 m, 18.2722028817323 s). Tp = 20.220384344355757 s\n", - "Sea state 84/200. (Hs, Te) = (5.9410240832717705 m, 18.20434585099714 s). Tp = 20.14529240000659 s\n", - "Sea state 85/200. (Hs, Te) = (6.900385063891696 m, 16.965929376112204 s). Tp = 18.774836015374902 s\n", - "Sea state 86/200. (Hs, Te) = (7.5413039919231215 m, 16.07885944382636 s). Tp = 17.79318672616556 s\n", - "Sea state 87/200. (Hs, Te) = (8.33324739000868 m, 14.60855477544739 s). Tp = 16.16611823911159 s\n", - "Sea state 88/200. (Hs, Te) = (8.073493320987428 m, 13.666423534396822 s). Tp = 15.123537006833741 s\n", - "Sea state 89/200. (Hs, Te) = (7.742808676245161 m, 11.899449249557978 s). Tp = 13.168168001941908 s\n", - "Sea state 90/200. (Hs, Te) = (6.04122128102763 m, 9.145483011133436 s). Tp = 10.120574005051886 s\n", - "Sea state 91/200. (Hs, Te) = (5.307838900691543 m, 8.532751345737658 s). Tp = 9.44251291660773 s\n", - "Sea state 92/200. (Hs, Te) = (3.5538843391472863 m, 6.449345501593802 s). Tp = 7.1369744335613 s\n", - "Sea state 93/200. (Hs, Te) = (3.2727441707177842 m, 6.178574531557655 s). Tp = 6.837333874682727 s\n", - "Sea state 94/200. (Hs, Te) = (2.396435845611073 m, 5.2840531245047435 s). Tp = 5.847438634796415 s\n", - "Sea state 95/200. (Hs, Te) = (1.7925351881694949 m, 4.859872189983066 s). Tp = 5.378031547807942 s\n", - "Sea state 96/200. (Hs, Te) = (1.3712158702331128 m, 4.614584181856148 s). Tp = 5.106590943109626 s\n", - "Sea state 97/200. (Hs, Te) = (1.0020762104765706 m, 4.4051257091119895 s). Tp = 4.874800017270961 s\n", - "Sea state 98/200. (Hs, Te) = (0.6840846016235075 m, 4.6709868121298745 s). Tp = 5.169007219327068 s\n", - "Sea state 99/200. (Hs, Te) = (0.4400318176169047 m, 5.264806535859035 s). Tp = 5.826139975721048 s\n", - "Sea state 100/200. (Hs, Te) = (0.2950455607439133 m, 5.368907174671332 s). Tp = 5.941339820036593 s\n", - "Sea state 101/200. (Hs, Te) = (0.2538207006543258 m, 17.12463819459854 s). Tp = 18.950466361064674 s\n", - "Sea state 102/200. (Hs, Te) = (2.401827718374254 m, 19.74909028958335 s). Tp = 21.854737422273 s\n", - "Sea state 103/200. (Hs, Te) = (4.771083170894034 m, 20.076537695823838 s). Tp = 22.217097256475835 s\n", - "Sea state 104/200. (Hs, Te) = (6.672059784308026 m, 18.96224243886321 s). Tp = 20.98399588853062 s\n", - "Sea state 105/200. (Hs, Te) = (7.266218886285855 m, 18.517848875220015 s). Tp = 20.492221102798194 s\n", - "Sea state 106/200. (Hs, Te) = (8.704119700269523 m, 16.896830852172723 s). Tp = 18.698370209870912 s\n", - "Sea state 107/200. (Hs, Te) = (9.025791407684109 m, 15.924773336852542 s). Tp = 17.622671965285193 s\n", - "Sea state 108/200. (Hs, Te) = (8.335871487107436 m, 12.413322380618183 s). Tp = 13.736830263494564 s\n", - "Sea state 109/200. (Hs, Te) = (7.4617419694961065 m, 10.850802026111152 s). Tp = 12.00771405793852 s\n", - "Sea state 110/200. (Hs, Te) = (6.0882272377996465 m, 9.069127068362327 s). Tp = 10.036076995041613 s\n", - "Sea state 111/200. (Hs, Te) = (4.971882552682233 m, 7.629443455087086 s). Tp = 8.442894378631417 s\n", - "Sea state 112/200. (Hs, Te) = (3.9137147533928953 m, 6.396097294409882 s). Tp = 7.078048904883903 s\n", - "Sea state 113/200. (Hs, Te) = (3.06161156988711 m, 5.531224857642791 s). Tp = 6.120963807183185 s\n", - "Sea state 114/200. (Hs, Te) = (2.7343619821293204 m, 5.293654205328456 s). Tp = 5.85806338243266 s\n", - "Sea state 115/200. (Hs, Te) = (2.0584231261728334 m, 4.660229583463185 s). Tp = 5.157103055415991 s\n", - "Sea state 116/200. (Hs, Te) = (1.3721475288257854 m, 4.323265832156141 s). Tp = 4.784212243856746 s\n", - "Sea state 117/200. (Hs, Te) = (0.8599939026300656 m, 4.213959963822748 s). Tp = 4.663252188678921 s\n", - "Sea state 118/200. (Hs, Te) = (0.5419078120521271 m, 4.519931230768316 s). Tp = 5.001846098565626 s\n", - "Sea state 119/200. (Hs, Te) = (0.3868003926473669 m, 4.617757194340929 s). Tp = 5.110102262045115 s\n", - "Sea state 120/200. (Hs, Te) = (0.07629861562822371 m, 5.12934517057858 s). Tp = 5.676235725669164 s\n", - "Sea state 121/200. (Hs, Te) = (0.34633798237637237 m, 19.72005237767673 s). Tp = 21.822603489483953 s\n", - "Sea state 122/200. (Hs, Te) = (2.3276352644630043 m, 20.988388061461745 s). Tp = 23.22616906774459 s\n", - "Sea state 123/200. (Hs, Te) = (4.4025116313558925 m, 20.635956263518874 s). Tp = 22.836161007101737 s\n", - "Sea state 124/200. (Hs, Te) = (6.356747543266486 m, 20.26518087818985 s). Tp = 22.425853566597404 s\n", - "Sea state 125/200. (Hs, Te) = (8.350325561657009 m, 18.84467767246754 s). Tp = 20.853896371944614 s\n", - "Sea state 126/200. (Hs, Te) = (10.507095756225086 m, 16.726452821049758 s). Tp = 18.509826480609608 s\n", - "Sea state 127/200. (Hs, Te) = (10.051931328368415 m, 15.526444557776568 s). Tp = 17.181873389411972 s\n", - "Sea state 128/200. (Hs, Te) = (9.569671582265315 m, 13.484451946197973 s). Tp = 14.922163615954188 s\n", - "Sea state 129/200. (Hs, Te) = (7.670417919717313 m, 10.688834805882522 s). Tp = 11.828477899856887 s\n", - "Sea state 130/200. (Hs, Te) = (6.695773472447784 m, 9.28833992655812 s). Tp = 10.27866231847709 s\n", - "Sea state 131/200. (Hs, Te) = (5.2124365852315915 m, 7.762126130889369 s). Tp = 8.589723675455936 s\n", - "Sea state 132/200. (Hs, Te) = (4.332304023671216 m, 6.700456908860995 s). Tp = 7.414859327958517 s\n", - "Sea state 133/200. (Hs, Te) = (3.6845002818825954 m, 6.05544401874487 s). Tp = 6.701075192042921 s\n", - "Sea state 134/200. (Hs, Te) = (2.651930188462395 m, 4.882016850087267 s). Tp = 5.402537270592454 s\n", - "Sea state 135/200. (Hs, Te) = (1.761425029748757 m, 4.320829327277171 s). Tp = 4.781515958935407 s\n", - "Sea state 136/200. (Hs, Te) = (1.6715886684994976 m, 4.2515655747998595 s). Tp = 4.704867308234196 s\n", - "Sea state 137/200. (Hs, Te) = (0.982745350372394 m, 4.044748867057365 s). Tp = 4.475999812264762 s\n", - "Sea state 138/200. (Hs, Te) = (0.6319038698634393 m, 3.9844552342473887 s). Tp = 4.4092776749928495 s\n", - "Sea state 139/200. (Hs, Te) = (0.43826897160129663 m, 4.309987462686959 s). Tp = 4.769518135222388 s\n", - "Sea state 140/200. (Hs, Te) = (0.12296019879881004 m, 4.824883587782545 s). Tp = 5.339312462389205 s\n", - "Sea state 141/200. (Hs, Te) = (1.7008854788623395 m, 21.591483415345785 s). Tp = 23.893566421570075 s\n", - "Sea state 142/200. (Hs, Te) = (1.958403888846231 m, 22.399914218070567 s). Tp = 24.78819208070469 s\n", - "Sea state 143/200. (Hs, Te) = (6.654571320228031 m, 21.834806379665565 s). Tp = 24.1628324695775 s\n", - "Sea state 144/200. (Hs, Te) = (7.417015230376994 m, 22.004251917947876 s). Tp = 24.350344283652746 s\n", - "Sea state 145/200. (Hs, Te) = (10.015094697709129 m, 19.80808526300293 s). Tp = 21.920022437147782 s\n", - "Sea state 146/200. (Hs, Te) = (10.935487969680494 m, 18.194709889967456 s). Tp = 20.134629053238356 s\n", - "Sea state 147/200. (Hs, Te) = (10.740817257849123 m, 16.312190381294457 s). Tp = 18.051395397860563 s\n", - "Sea state 148/200. (Hs, Te) = (10.318979128904427 m, 13.810844960534954 s). Tp = 15.283356639035425 s\n", - "Sea state 149/200. (Hs, Te) = (8.926396179491384 m, 11.686930863038155 s). Tp = 12.932990914456232 s\n", - "Sea state 150/200. (Hs, Te) = (6.360592705852408 m, 8.544681430031973 s). Tp = 9.455714985961547 s\n", - "Sea state 151/200. (Hs, Te) = (5.079095551882201 m, 7.2036675682669244 s). Tp = 7.97172228560098 s\n", - "Sea state 152/200. (Hs, Te) = (4.139472783285571 m, 6.228329733752621 s). Tp = 6.89239397433383 s\n", - "Sea state 153/200. (Hs, Te) = (3.4483306755718233 m, 5.481984054027074 s). Tp = 6.0664729512650855 s\n", - "Sea state 154/200. (Hs, Te) = (2.8921184163756575 m, 4.935956882773301 s). Tp = 5.462228387176384 s\n", - "Sea state 155/200. (Hs, Te) = (2.1073029243263735 m, 4.3654137834767255 s). Tp = 4.830854007881896 s\n", - "Sea state 156/200. (Hs, Te) = (1.6474602839139243 m, 4.092507633924886 s). Tp = 4.528850616742159 s\n", - "Sea state 157/200. (Hs, Te) = (1.0572722867269018 m, 3.8421613140275808 s). Tp = 4.2518123832963495 s\n", - "Sea state 158/200. (Hs, Te) = (0.6406099130872815 m, 3.8713841750793403 s). Tp = 4.284150984500205 s\n", - "Sea state 159/200. (Hs, Te) = (0.4054145619344566 m, 4.049398568043829 s). Tp = 4.481145264164633 s\n", - "Sea state 160/200. (Hs, Te) = (0.04052982291891705 m, 4.528167327323754 s). Tp = 5.010960327371321 s\n", - "Sea state 161/200. (Hs, Te) = (0.9321525156202579 m, 23.34548077630066 s). Tp = 25.83457490352772 s\n", - "Sea state 162/200. (Hs, Te) = (3.967681748224935 m, 24.333091362041877 s). Tp = 26.92748448621447 s\n", - "Sea state 163/200. (Hs, Te) = (6.784028064639531 m, 23.110281041500112 s). Tp = 25.57429818341138 s\n", - "Sea state 164/200. (Hs, Te) = (9.44189240558023 m, 22.593599747148144 s). Tp = 25.002528352321065 s\n", - "Sea state 165/200. (Hs, Te) = (11.240531608432693 m, 19.575407738491727 s). Tp = 21.662536845270218 s\n", - "Sea state 166/200. (Hs, Te) = (12.004540248825101 m, 17.882918927035586 s). Tp = 19.789594951636836 s\n", - "Sea state 167/200. (Hs, Te) = (12.024225448635484 m, 16.671252728627874 s). Tp = 18.448740956776554 s\n", - "Sea state 168/200. (Hs, Te) = (11.357641718079881 m, 14.223019851712502 s). Tp = 15.739477598869739 s\n", - "Sea state 169/200. (Hs, Te) = (8.821707924875701 m, 11.009149800345794 s). Tp = 12.18294486485446 s\n", - "Sea state 170/200. (Hs, Te) = (7.106361798567036 m, 9.224265100430067 s). Tp = 10.207755837222862 s\n", - "Sea state 171/200. (Hs, Te) = (5.211295520287843 m, 7.015787616178823 s). Tp = 7.7638105813357745 s\n", - "Sea state 172/200. (Hs, Te) = (4.8195217091534825 m, 6.637986810245572 s). Tp = 7.3457286701932984 s\n", - "Sea state 173/200. (Hs, Te) = (3.3902610822019144 m, 5.164748265935532 s). Tp = 5.7154134974863275 s\n", - "Sea state 174/200. (Hs, Te) = (2.6095653202369826 m, 4.621018348933888 s). Tp = 5.113711120796454 s\n", - "Sea state 175/200. (Hs, Te) = (1.8697727603224317 m, 4.0452987797603335 s). Tp = 4.4766083566357855 s\n", - "Sea state 176/200. (Hs, Te) = (1.5454032632552606 m, 3.901895461469463 s). Tp = 4.317915382894982 s\n", - "Sea state 177/200. (Hs, Te) = (1.1162594384590447 m, 3.7807872241095453 s). Tp = 4.1838945906273315 s\n", - "Sea state 178/200. (Hs, Te) = (0.9028634682006197 m, 3.7222798357613645 s). Tp = 4.119149147122681 s\n", - "Sea state 179/200. (Hs, Te) = (0.32249025006568055 m, 3.8987959672401518 s). Tp = 4.314485420728108 s\n", - "Sea state 180/200. (Hs, Te) = (0.3250987448403442 m, 3.9671561761459007 s). Tp = 4.390134192082142 s\n", - "Sea state 181/200. (Hs, Te) = (1.0306696654071352 m, 23.938975875960722 s). Tp = 26.49134842444872 s\n", - "Sea state 182/200. (Hs, Te) = (2.603264286267793 m, 25.13838407710226 s). Tp = 27.81863747491678 s\n", - "Sea state 183/200. (Hs, Te) = (5.858754709021494 m, 25.063693808326345 s). Tp = 27.735983732989357 s\n", - "Sea state 184/200. (Hs, Te) = (10.155435864907151 m, 23.211633456341872 s). Tp = 25.686456788238267 s\n", - "Sea state 185/200. (Hs, Te) = (12.361550008947113 m, 20.139407734957956 s). Tp = 22.286670496400152 s\n", - "Sea state 186/200. (Hs, Te) = (12.732660337947125 m, 18.002340099850258 s). Tp = 19.92174880461209 s\n", - "Sea state 187/200. (Hs, Te) = (12.471212243449607 m, 16.22100142577672 s). Tp = 17.950483879941046 s\n", - "Sea state 188/200. (Hs, Te) = (11.30029974478813 m, 13.819219928253016 s). Tp = 15.292624545440956 s\n", - "Sea state 189/200. (Hs, Te) = (9.231594696755867 m, 11.08794558713383 s). Tp = 12.270141854942771 s\n", - "Sea state 190/200. (Hs, Te) = (7.4957968275525655 m, 9.146029757697058 s). Tp = 10.121179045709924 s\n", - "Sea state 191/200. (Hs, Te) = (6.174952841653434 m, 7.83613931929022 s). Tp = 8.67162814672867 s\n", - "Sea state 192/200. (Hs, Te) = (4.681623492075341 m, 6.339937017001209 s). Tp = 7.01590082118326 s\n", - "Sea state 193/200. (Hs, Te) = (3.900851734182826 m, 5.570871321782711 s). Tp = 6.164837375575169 s\n", - "Sea state 194/200. (Hs, Te) = (3.1189685428910567 m, 4.886108588584802 s). Tp = 5.407065270067518 s\n", - "Sea state 195/200. (Hs, Te) = (1.9193980219283122 m, 3.8820797075687836 s). Tp = 4.295986874190348 s\n", - "Sea state 196/200. (Hs, Te) = (1.5120152039662609 m, 3.6534201969813007 s). Tp = 4.042947696703235 s\n", - "Sea state 197/200. (Hs, Te) = (1.0490506632626337 m, 3.48025912982143 s). Tp = 3.8513242042259317 s\n", - "Sea state 198/200. (Hs, Te) = (0.5803416777834116 m, 3.454649334283839 s). Tp = 3.8229838934214713 s\n", - "Sea state 199/200. (Hs, Te) = (0.49309280206832695 m, 3.543799112476096 s). Tp = 3.9216388170193093 s\n", - "Sea state 200/200. (Hs, Te) = (0.08514972661072973 m, 3.7868424627988535 s). Tp = 4.190595438597723 s\n" + "Sea state 1/200. (Hs, Te) = (2.851166377141435 m, 10.195736685047796 s). Tp = 11.282805679200564 s\n", + "Sea state 2/200. (Hs, Te) = (3.5862460438066304 m, 10.936985799409186 s). Tp = 12.103086741331571 s\n", + "Sea state 3/200. (Hs, Te) = (2.7751615384993915 m, 9.506986218875468 s). Tp = 10.520620668805236 s\n", + "Sea state 4/200. (Hs, Te) = (3.0820450802745007 m, 9.728717644182273 s). Tp = 10.765993088865644 s\n", + "Sea state 5/200. (Hs, Te) = (2.7162732683836195 m, 9.177186568411022 s). Tp = 10.155657794203384 s\n", + "Sea state 6/200. (Hs, Te) = (2.7916623630702304 m, 8.810734371427328 s). Tp = 9.75013448019444 s\n", + "Sea state 7/200. (Hs, Te) = (2.592821066032464 m, 8.374599835754573 s). Tp = 9.267499299629163 s\n", + "Sea state 8/200. (Hs, Te) = (2.4021986215575373 m, 8.348365892255037 s). Tp = 9.238468294234675 s\n", + "Sea state 9/200. (Hs, Te) = (2.327723379324664 m, 8.299620704291481 s). Tp = 9.184525896487639 s\n", + "Sea state 10/200. (Hs, Te) = (2.00764351315584 m, 7.416472871792525 s). Tp = 8.207216881170892 s\n", + "Sea state 11/200. (Hs, Te) = (1.951087921529932 m, 8.122015735790558 s). Tp = 8.987984694104963 s\n", + "Sea state 12/200. (Hs, Te) = (1.642063924746251 m, 7.997394534817154 s). Tp = 8.85007638619882 s\n", + "Sea state 13/200. (Hs, Te) = (1.5614901176199742 m, 8.156813011698352 s). Tp = 9.02649205403011 s\n", + "Sea state 14/200. (Hs, Te) = (1.3223442301926103 m, 8.373988391532727 s). Tp = 9.266822663251443 s\n", + "Sea state 15/200. (Hs, Te) = (2.310517824251443 m, 9.135556192896424 s). Tp = 10.109588789893749 s\n", + "Sea state 16/200. (Hs, Te) = (1.546312740170234 m, 9.978412702019654 s). Tp = 11.042310622719521 s\n", + "Sea state 17/200. (Hs, Te) = (1.9019087805024188 m, 10.44123868584584 s). Tp = 11.554483092459133 s\n", + "Sea state 18/200. (Hs, Te) = (2.3338262351351116 m, 9.930633820011005 s). Tp = 10.989437558425541 s\n", + "Sea state 19/200. (Hs, Te) = (2.4479576516446064 m, 9.760511705407653 s). Tp = 10.801177031491845 s\n", + "Sea state 20/200. (Hs, Te) = (2.651578075055819 m, 10.749317530563182 s). Tp = 11.895409289966368 s\n", + "Sea state 21/200. (Hs, Te) = (5.030844895631051 m, 14.282752593036674 s). Tp = 15.805579042430452 s\n", + "Sea state 22/200. (Hs, Te) = (4.463644749835009 m, 12.34746631098706 s). Tp = 13.663952622633797 s\n", + "Sea state 23/200. (Hs, Te) = (4.903918051881774 m, 11.272595420034712 s). Tp = 12.474479044855961 s\n", + "Sea state 24/200. (Hs, Te) = (4.37807740903193 m, 9.956362967463496 s). Tp = 11.017909946440787 s\n", + "Sea state 25/200. (Hs, Te) = (3.9498715792778443 m, 8.856270002839082 s). Tp = 9.800525118612159 s\n", + "Sea state 26/200. (Hs, Te) = (4.070115900693828 m, 8.307318836624022 s). Tp = 9.193044803348798 s\n", + "Sea state 27/200. (Hs, Te) = (2.736299341121807 m, 7.4381867053480155 s). Tp = 8.231245842699135 s\n", + "Sea state 28/200. (Hs, Te) = (2.4118215576759034 m, 6.537612647601825 s). Tp = 7.234652618770482 s\n", + "Sea state 29/200. (Hs, Te) = (1.9552243695320324 m, 6.321440801925461 s). Tp = 6.995432540474677 s\n", + "Sea state 30/200. (Hs, Te) = (1.801478730354882 m, 6.510603277357231 s). Tp = 7.204763510665695 s\n", + "Sea state 31/200. (Hs, Te) = (1.3679970074652714 m, 6.468135086563519 s). Tp = 7.157767363248965 s\n", + "Sea state 32/200. (Hs, Te) = (1.0743335950058275 m, 7.090922017059409 s). Tp = 7.846955808713215 s\n", + "Sea state 33/200. (Hs, Te) = (1.2357391850105406 m, 7.849764893906227 s). Tp = 8.686706479507244 s\n", + "Sea state 34/200. (Hs, Te) = (0.9213431748668424 m, 8.443600703410047 s). Tp = 9.343857036740465 s\n", + "Sea state 35/200. (Hs, Te) = (0.4814455431778253 m, 9.340126880987539 s). Tp = 10.33597079569597 s\n", + "Sea state 36/200. (Hs, Te) = (1.0933659724162896 m, 9.979135574932235 s). Tp = 11.043110568310052 s\n", + "Sea state 37/200. (Hs, Te) = (1.0123053762369256 m, 11.850902621257452 s). Tp = 13.114445334280386 s\n", + "Sea state 38/200. (Hs, Te) = (1.7075134960575675 m, 11.578239068080656 s). Tp = 12.812710405130463 s\n", + "Sea state 39/200. (Hs, Te) = (2.518274653405948 m, 12.53479278415886 s). Tp = 13.871251836085138 s\n", + "Sea state 40/200. (Hs, Te) = (3.529852197639782 m, 13.30774814454997 s). Tp = 14.72661966279441 s\n", + "Sea state 41/200. (Hs, Te) = (5.148223472776434 m, 15.586005564766051 s). Tp = 17.247784788330833 s\n", + "Sea state 42/200. (Hs, Te) = (5.556129509905438 m, 13.785131436466855 s). Tp = 15.254901540169124 s\n", + "Sea state 43/200. (Hs, Te) = (6.576702748036527 m, 13.803319512494747 s). Tp = 15.275028828058206 s\n", + "Sea state 44/200. (Hs, Te) = (6.326628174866466 m, 11.194121656530978 s). Tp = 12.387638412160275 s\n", + "Sea state 45/200. (Hs, Te) = (5.4962832147142935 m, 9.623068260891554 s). Tp = 10.649079373003927 s\n", + "Sea state 46/200. (Hs, Te) = (3.8010066164603415 m, 7.1969594306047 s). Tp = 7.964298926598074 s\n", + "Sea state 47/200. (Hs, Te) = (3.376615764959727 m, 7.194776215525951 s). Tp = 7.961882937224246 s\n", + "Sea state 48/200. (Hs, Te) = (2.6216876932404376 m, 6.227995589253622 s). Tp = 6.892024203363135 s\n", + "Sea state 49/200. (Hs, Te) = (1.6315497369764984 m, 5.243725558813215 s). Tp = 5.80281134583553 s\n", + "Sea state 50/200. (Hs, Te) = (1.3669420800943772 m, 5.356634348657379 s). Tp = 5.92775846585616 s\n", + "Sea state 51/200. (Hs, Te) = (0.8083067025753863 m, 5.521508218837552 s). Tp = 6.110211180778536 s\n", + "Sea state 52/200. (Hs, Te) = (0.6856869087958939 m, 5.632227381764594 s). Tp = 6.232735215957039 s\n", + "Sea state 53/200. (Hs, Te) = (0.40402171887623717 m, 6.179589350227688 s). Tp = 6.838456893274449 s\n", + "Sea state 54/200. (Hs, Te) = (0.18050092680749552 m, 7.8131070731262104 s). Tp = 8.646140203497934 s\n", + "Sea state 55/200. (Hs, Te) = (0.09436285952322665 m, 9.01492519221614 s). Tp = 9.976096117259395 s\n", + "Sea state 56/200. (Hs, Te) = (0.47347906604424894 m, 10.821566270980709 s). Tp = 11.975361187889881 s\n", + "Sea state 57/200. (Hs, Te) = (0.527437042017636 m, 13.504929376019787 s). Tp = 14.944824348437386 s\n", + "Sea state 58/200. (Hs, Te) = (1.7419771172383736 m, 14.110799728601373 s). Tp = 15.615292571198744 s\n", + "Sea state 59/200. (Hs, Te) = (2.4488493325170952 m, 14.752553677478932 s). Tp = 16.32547029770514 s\n", + "Sea state 60/200. (Hs, Te) = (4.087706649607579 m, 16.122641924784478 s). Tp = 17.841637293305862 s\n", + "Sea state 61/200. (Hs, Te) = (0.33176145271261115 m, 13.75930528117036 s). Tp = 15.22632180133784 s\n", + "Sea state 62/200. (Hs, Te) = (0.8855174001154404 m, 15.076157859092664 s). Tp = 16.683577142841592 s\n", + "Sea state 63/200. (Hs, Te) = (2.5427157275613133 m, 16.843426458663085 s). Tp = 18.63927184228866 s\n", + "Sea state 64/200. (Hs, Te) = (4.337377283702386 m, 17.077378007829093 s). Tp = 18.898167295273343 s\n", + "Sea state 65/200. (Hs, Te) = (4.836290692740213 m, 16.880304961749243 s). Tp = 18.680082329741825 s\n", + "Sea state 66/200. (Hs, Te) = (7.138210033996883 m, 15.883932531728718 s). Tp = 17.577476715326455 s\n", + "Sea state 67/200. (Hs, Te) = (7.04607811580354 m, 13.695319484323035 s). Tp = 15.15551384166231 s\n", + "Sea state 68/200. (Hs, Te) = (6.683515089328116 m, 11.949932510664025 s). Tp = 13.22403378611297 s\n", + "Sea state 69/200. (Hs, Te) = (6.127794684752878 m, 10.242888484924617 s). Tp = 11.334984801893572 s\n", + "Sea state 70/200. (Hs, Te) = (6.0852360496095255 m, 10.21048065086315 s). Tp = 11.299121645998666 s\n", + "Sea state 71/200. (Hs, Te) = (4.284337177258922 m, 7.5594798415804405 s). Tp = 8.365471247748896 s\n", + "Sea state 72/200. (Hs, Te) = (3.9700754639265234 m, 7.320993637781578 s). Tp = 8.101557655455082 s\n", + "Sea state 73/200. (Hs, Te) = (2.4674726025092806 m, 5.567536470063029 s). Tp = 6.161146962112716 s\n", + "Sea state 74/200. (Hs, Te) = (2.4411565850268797 m, 5.576064022637772 s). Tp = 6.170583721965596 s\n", + "Sea state 75/200. (Hs, Te) = (1.5027020575734593 m, 4.974528663747209 s). Tp = 5.504912689730755 s\n", + "Sea state 76/200. (Hs, Te) = (1.371060685104678 m, 4.955398811863336 s). Tp = 5.483743213885607 s\n", + "Sea state 77/200. (Hs, Te) = (0.9867265408067029 m, 5.015636588492398 s). Tp = 5.550403539593066 s\n", + "Sea state 78/200. (Hs, Te) = (0.4019223940784351 m, 5.424495697652933 s). Tp = 6.002855188878451 s\n", + "Sea state 79/200. (Hs, Te) = (0.3041167158650624 m, 6.175974380713595 s). Tp = 6.834456495870742 s\n", + "Sea state 80/200. (Hs, Te) = (0.04419855678833473 m, 7.035319486906778 s). Tp = 7.785424939256372 s\n", + "Sea state 81/200. (Hs, Te) = (1.1406640868177353 m, 16.99689554825793 s). Tp = 18.80910379942441 s\n", + "Sea state 82/200. (Hs, Te) = (2.088875590556972 m, 18.853554386717196 s). Tp = 20.86371952107473 s\n", + "Sea state 83/200. (Hs, Te) = (3.3670302274138626 m, 19.204362993751015 s). Tp = 21.251931326265645 s\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Sea state 84/200. (Hs, Te) = (5.125297529462439 m, 18.672283211728097 s). Tp = 20.66312122143036 s\n", + "Sea state 85/200. (Hs, Te) = (7.5395641905378215 m, 17.827501744997704 s). Tp = 19.728269192102534 s\n", + "Sea state 86/200. (Hs, Te) = (7.077565789406247 m, 16.565463530565825 s). Tp = 18.331672519098774 s\n", + "Sea state 87/200. (Hs, Te) = (7.660797463748704 m, 14.340144866170789 s). Tp = 15.86909047718626 s\n", + "Sea state 88/200. (Hs, Te) = (8.267146386057341 m, 13.752524476289345 s). Tp = 15.218818027340491 s\n", + "Sea state 89/200. (Hs, Te) = (7.5585377867557515 m, 11.41873618959678 s). Tp = 12.636201336801353 s\n", + "Sea state 90/200. (Hs, Te) = (6.189724705513505 m, 9.943266929556025 s). Tp = 11.003417609551178 s\n", + "Sea state 91/200. (Hs, Te) = (4.985820233723228 m, 8.101640035422118 s). Tp = 8.965436537464955 s\n", + "Sea state 92/200. (Hs, Te) = (3.950449104550366 m, 7.032331054963992 s). Tp = 7.7821178808320965 s\n", + "Sea state 93/200. (Hs, Te) = (3.349526273174492 m, 6.2239567755115734 s). Tp = 6.887554771478645 s\n", + "Sea state 94/200. (Hs, Te) = (2.5305938620600323 m, 5.471413955273054 s). Tp = 6.054775869049686 s\n", + "Sea state 95/200. (Hs, Te) = (1.864284800127662 m, 4.692418833126264 s). Tp = 5.19272432145363 s\n", + "Sea state 96/200. (Hs, Te) = (1.3594583232962816 m, 4.600545483005879 s). Tp = 5.091055438809216 s\n", + "Sea state 97/200. (Hs, Te) = (1.0278889995696616 m, 4.580250801273515 s). Tp = 5.068596939008678 s\n", + "Sea state 98/200. (Hs, Te) = (0.7073568060165395 m, 4.792230763150695 s). Tp = 5.30317819504014 s\n", + "Sea state 99/200. (Hs, Te) = (0.508628205353712 m, 4.912581414426901 s). Tp = 5.43636062742936 s\n", + "Sea state 100/200. (Hs, Te) = (0.1887138929931016 m, 5.815845769563984 s). Tp = 6.435930988137664 s\n", + "Sea state 101/200. (Hs, Te) = (0.1871884572595377 m, 17.031553776651883 s). Tp = 18.847457286595947 s\n", + "Sea state 102/200. (Hs, Te) = (1.8255533228167624 m, 19.044007965006898 s). Tp = 21.07447925145326 s\n", + "Sea state 103/200. (Hs, Te) = (4.085461042668986 m, 19.625018339020407 s). Tp = 21.717436925831777 s\n", + "Sea state 104/200. (Hs, Te) = (5.26393200451075 m, 19.6875070497272 s). Tp = 21.78658818010872 s\n", + "Sea state 105/200. (Hs, Te) = (7.7652549552321455 m, 18.932000395608686 s). Tp = 20.950529439962647 s\n", + "Sea state 106/200. (Hs, Te) = (8.242537266166547 m, 17.662905419000868 s). Tp = 19.54612361311204 s\n", + "Sea state 107/200. (Hs, Te) = (9.27591707540523 m, 15.26409450321619 s). Tp = 16.89155158364453 s\n", + "Sea state 108/200. (Hs, Te) = (8.866267940605884 m, 13.700480521607233 s). Tp = 15.161225148513351 s\n", + "Sea state 109/200. (Hs, Te) = (7.32630515058675 m, 10.931360540476366 s). Tp = 12.096861717540277 s\n", + "Sea state 110/200. (Hs, Te) = (6.499223554458602 m, 9.489259188129742 s). Tp = 10.501003582825902 s\n", + "Sea state 111/200. (Hs, Te) = (4.677064608710481 m, 7.3713129233161805 s). Tp = 8.15724198098653 s\n", + "Sea state 112/200. (Hs, Te) = (3.760226861005709 m, 6.226071145112327 s). Tp = 6.889894575072661 s\n", + "Sea state 113/200. (Hs, Te) = (2.9941197640583335 m, 5.514672741901748 s). Tp = 6.102646905594336 s\n", + "Sea state 114/200. (Hs, Te) = (2.5717123084913123 m, 5.108974693146778 s). Tp = 5.653693348835068 s\n", + "Sea state 115/200. (Hs, Te) = (1.8783735128639163 m, 4.539471617179031 s). Tp = 5.023469880110703 s\n", + "Sea state 116/200. (Hs, Te) = (1.2752130858691124 m, 4.242007181700333 s). Tp = 4.694289799685399 s\n", + "Sea state 117/200. (Hs, Te) = (0.9793803265738974 m, 4.2470174592346845 s). Tp = 4.6998342727887366 s\n", + "Sea state 118/200. (Hs, Te) = (0.7124811539135159 m, 4.424785222214989 s). Tp = 4.89655562679098 s\n", + "Sea state 119/200. (Hs, Te) = (0.3588409389431 m, 4.705576661939675 s). Tp = 5.207285037392834 s\n", + "Sea state 120/200. (Hs, Te) = (0.18838257732596975 m, 4.92177034404479 s). Tp = 5.446529280316457 s\n", + "Sea state 121/200. (Hs, Te) = (1.1238727812408893 m, 19.89593130663322 s). Tp = 22.017234622062354 s\n", + "Sea state 122/200. (Hs, Te) = (3.256336956058525 m, 22.014360984983714 s). Tp = 24.361531178968573 s\n", + "Sea state 123/200. (Hs, Te) = (4.659638373417929 m, 20.55339693581869 s). Tp = 22.74479920753578 s\n", + "Sea state 124/200. (Hs, Te) = (8.409675325429806 m, 20.5323227793156 s). Tp = 22.721478125398956 s\n", + "Sea state 125/200. (Hs, Te) = (9.29875873352201 m, 19.828872472868778 s). Tp = 21.9430259784096 s\n", + "Sea state 126/200. (Hs, Te) = (9.628455421584839 m, 16.805889531372728 s). Tp = 18.597732729471783 s\n", + "Sea state 127/200. (Hs, Te) = (10.40162875212416 m, 15.193034921745538 s). Tp = 16.812915632742182 s\n", + "Sea state 128/200. (Hs, Te) = (9.514119089597632 m, 13.496075929567501 s). Tp = 14.935026947916162 s\n", + "Sea state 129/200. (Hs, Te) = (8.425241115023425 m, 11.273431425724304 s). Tp = 12.475404185435181 s\n", + "Sea state 130/200. (Hs, Te) = (7.181441955239233 m, 9.927469647992638 s). Tp = 10.985936022526603 s\n", + "Sea state 131/200. (Hs, Te) = (5.875841398493123 m, 8.165254125537952 s). Tp = 9.035833159053732 s\n", + "Sea state 132/200. (Hs, Te) = (4.792485900332849 m, 6.9990505762219986 s). Tp = 7.745289038919442 s\n", + "Sea state 133/200. (Hs, Te) = (3.1248928086261785 m, 5.482392746553494 s). Tp = 6.066925218570586 s\n", + "Sea state 134/200. (Hs, Te) = (2.6573548488075835 m, 5.066441779515841 s). Tp = 5.606625577835072 s\n", + "Sea state 135/200. (Hs, Te) = (1.7636422458226333 m, 4.351913064671034 s). Tp = 4.8159138430346085 s\n", + "Sea state 136/200. (Hs, Te) = (1.5014369679854003 m, 4.266948107278621 s). Tp = 4.721889925645097 s\n", + "Sea state 137/200. (Hs, Te) = (0.9816361473032175 m, 4.15497551695166 s). Tp = 4.597978822692763 s\n", + "Sea state 138/200. (Hs, Te) = (0.8127603228313202 m, 4.141264736044045 s). Tp = 4.582806198931542 s\n", + "Sea state 139/200. (Hs, Te) = (0.4006290776350021 m, 4.287345227405981 s). Tp = 4.744461785817772 s\n", + "Sea state 140/200. (Hs, Te) = (0.18188378189464394 m, 4.611357261437197 s). Tp = 5.103019968578412 s\n", + "Sea state 141/200. (Hs, Te) = (0.2805216324632074 m, 20.448028838143248 s). Tp = 22.62819676794919 s\n", + "Sea state 142/200. (Hs, Te) = (3.4488490911962097 m, 22.44173356304588 s). Tp = 24.834470202390577 s\n", + "Sea state 143/200. (Hs, Te) = (6.128032867857982 m, 22.368550725950417 s). Tp = 24.753484614442662 s\n", + "Sea state 144/200. (Hs, Te) = (8.0257433252404 m, 21.09485355189949 s). Tp = 23.343985904061235 s\n", + "Sea state 145/200. (Hs, Te) = (9.624239654696968 m, 20.397290291584074 s). Tp = 22.57204847980129 s\n", + "Sea state 146/200. (Hs, Te) = (10.880424233644302 m, 18.09569728837873 s). Tp = 20.025059732449993 s\n", + "Sea state 147/200. (Hs, Te) = (10.980286858713281 m, 15.648662372262576 s). Tp = 17.317122061869792 s\n", + "Sea state 148/200. (Hs, Te) = (9.626205932332264 m, 13.035460355521655 s). Tp = 14.425300561749852 s\n", + "Sea state 149/200. (Hs, Te) = (8.48145364001674 m, 10.969828551388684 s). Tp = 12.139431186073685 s\n", + "Sea state 150/200. (Hs, Te) = (7.496113729159182 m, 9.77133103334069 s). Tp = 10.813149915690298 s\n", + "Sea state 151/200. (Hs, Te) = (5.616718937684953 m, 7.69244938169326 s). Tp = 8.512617994344046 s\n", + "Sea state 152/200. (Hs, Te) = (4.8696012734631715 m, 6.889172832566847 s). Tp = 7.623696135098361 s\n", + "Sea state 153/200. (Hs, Te) = (3.1127279534654217 m, 5.146140131826839 s). Tp = 5.6948213649424595 s\n", + "Sea state 154/200. (Hs, Te) = (2.3851224952288668 m, 4.573133253276174 s). Tp = 5.060720518358844 s\n", + "Sea state 155/200. (Hs, Te) = (2.1405588081566735 m, 4.408339089583258 s). Tp = 4.87835600822587 s\n", + "Sea state 156/200. (Hs, Te) = (1.4376356173488731 m, 3.9651074597519202 s). Tp = 4.3878670416369 s\n", + "Sea state 157/200. (Hs, Te) = (1.0717947445845732 m, 3.797209276299676 s). Tp = 4.202067561295225 s\n", + "Sea state 158/200. (Hs, Te) = (0.7714659563414245 m, 3.8906591392370555 s). Tp = 4.305481044483412 s\n", + "Sea state 159/200. (Hs, Te) = (0.4675473016122803 m, 4.01891894221551 s). Tp = 4.447415901979359 s\n", + "Sea state 160/200. (Hs, Te) = (0.22912012469457133 m, 4.117183864360642 s). Tp = 4.556157825774942 s\n", + "Sea state 161/200. (Hs, Te) = (0.8868405022143149 m, 22.262946721786285 s). Tp = 24.636621116028003 s\n", + "Sea state 162/200. (Hs, Te) = (3.3435032701311083 m, 23.466210376684526 s). Tp = 25.968176688561687 s\n", + "Sea state 163/200. (Hs, Te) = (6.767304773171118 m, 23.562164689248302 s). Tp = 26.074361645684604 s\n", + "Sea state 164/200. (Hs, Te) = (10.473453427011934 m, 21.667662928997025 s). Tp = 23.977868191595526 s\n", + "Sea state 165/200. (Hs, Te) = (10.16869748664882 m, 20.88428094047033 s). Tp = 23.11096205012028 s\n", + "Sea state 166/200. (Hs, Te) = (12.592753558411193 m, 18.630634795246163 s). Tp = 20.61703225262625 s\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Sea state 167/200. (Hs, Te) = (11.673289407430126 m, 16.196134650574198 s). Tp = 17.9229658102669 s\n", + "Sea state 168/200. (Hs, Te) = (10.377818028562164 m, 12.9398233046888 s). Tp = 14.319466692789565 s\n", + "Sea state 169/200. (Hs, Te) = (8.744961663025443 m, 10.648293741704611 s). Tp = 11.783614349210453 s\n", + "Sea state 170/200. (Hs, Te) = (6.859939603914331 m, 8.737652031185462 s). Tp = 9.669260104070206 s\n", + "Sea state 171/200. (Hs, Te) = (5.960600437241585 m, 8.015473102288261 s). Tp = 8.87008248973364 s\n", + "Sea state 172/200. (Hs, Te) = (4.693969291807187 m, 6.476150181500641 s). Tp = 7.166637027253579 s\n", + "Sea state 173/200. (Hs, Te) = (3.1828656644648836 m, 5.082363302518114 s). Tp = 5.624244652915248 s\n", + "Sea state 174/200. (Hs, Te) = (2.7310116880872317 m, 4.561878698618447 s). Tp = 5.048266003581575 s\n", + "Sea state 175/200. (Hs, Te) = (1.960761965106161 m, 3.9966122086956775 s). Tp = 4.422730825518815 s\n", + "Sea state 176/200. (Hs, Te) = (1.745663077932535 m, 3.8392198892428673 s). Tp = 4.248557343931261 s\n", + "Sea state 177/200. (Hs, Te) = (1.2054393707718805 m, 3.807490373589555 s). Tp = 4.213444828723166 s\n", + "Sea state 178/200. (Hs, Te) = (0.7359796530337633 m, 3.6471354786545067 s). Tp = 4.035992901986565 s\n", + "Sea state 179/200. (Hs, Te) = (0.6244103771848238 m, 3.805058507193115 s). Tp = 4.2107536768391585 s\n", + "Sea state 180/200. (Hs, Te) = (0.1947445590996868 m, 4.049025575814537 s). Tp = 4.48073250352036 s\n", + "Sea state 181/200. (Hs, Te) = (2.1148904507720747 m, 24.527579096070692 s). Tp = 27.142708493838484 s\n", + "Sea state 182/200. (Hs, Te) = (5.047569685078679 m, 24.918912509361533 s). Tp = 27.575765858336137 s\n", + "Sea state 183/200. (Hs, Te) = (6.420147613959171 m, 24.768168426047513 s). Tp = 27.40894944753028 s\n", + "Sea state 184/200. (Hs, Te) = (9.266139293031646 m, 23.421568304895782 s). Tp = 25.91877488105444 s\n", + "Sea state 185/200. (Hs, Te) = (12.41274872958178 m, 20.666780023774187 s). Tp = 22.870271195311382 s\n", + "Sea state 186/200. (Hs, Te) = (12.957910005068928 m, 18.230023846708807 s). Tp = 20.17370818248467 s\n", + "Sea state 187/200. (Hs, Te) = (12.2843220215601 m, 15.409966126505479 s). Tp = 17.052976032953453 s\n", + "Sea state 188/200. (Hs, Te) = (10.519991169667653 m, 12.528633985612458 s). Tp = 13.864436386710274 s\n", + "Sea state 189/200. (Hs, Te) = (9.450056877314221 m, 11.348957852297204 s). Tp = 12.5589832362669 s\n", + "Sea state 190/200. (Hs, Te) = (8.160919020315601 m, 9.81433166497037 s). Tp = 10.860735272761364 s\n", + "Sea state 191/200. (Hs, Te) = (5.587707137405241 m, 7.232570607296176 s). Tp = 8.00370696537244 s\n", + "Sea state 192/200. (Hs, Te) = (4.8308252936215474 m, 6.3910826892692425 s). Tp = 7.072499642765086 s\n", + "Sea state 193/200. (Hs, Te) = (3.9608488792601535 m, 5.641529187160236 s). Tp = 6.2430287794323185 s\n", + "Sea state 194/200. (Hs, Te) = (2.8150456982143615 m, 4.58212563012944 s). Tp = 5.070671662034252 s\n", + "Sea state 195/200. (Hs, Te) = (2.214607067395854 m, 4.085048800640139 s). Tp = 4.520596522982679 s\n", + "Sea state 196/200. (Hs, Te) = (1.649511190726026 m, 3.713958023766156 s). Tp = 4.1099400639008214 s\n", + "Sea state 197/200. (Hs, Te) = (0.9652307901744451 m, 3.456495828266831 s). Tp = 3.8250272605112143 s\n", + "Sea state 198/200. (Hs, Te) = (0.6126122310648106 m, 3.484511462758769 s). Tp = 3.8560299207128654 s\n", + "Sea state 199/200. (Hs, Te) = (0.468987733159132 m, 3.55586551038935 s). Tp = 3.9349917337440825 s\n", + "Sea state 200/200. (Hs, Te) = (0.10978529871712417 m, 3.772910684185013 s). Tp = 4.175178254364618 s\n" ] } ], @@ -422,12 +434,12 @@ " i += 1\n", " print(f\"Sea state {i}/{n}. (Hs, Te) = ({hs} m, {te} s). Tp = {tp} s\")\n", " # time & frequency arrays\n", - " f0 = 1.0/t_sim\n", + " df = 1.0/t_sim\n", " T_min = tp/10.0 # s\n", " f_max = 1.0/T_min\n", - " Nf = int(f_max/f0)\n", + " Nf = int(f_max/df) + 1\n", " time = np.linspace(0, t_sim, 2*Nf+1)\n", - " f = np.linspace(f0, f_max, Nf)\n", + " f = np.linspace(0.0, f_max, Nf)\n", " # spectrum\n", " S = resource.jonswap_spectrum(f, tp, hs, gamma)\n", " # 1-hour elevation time-series\n", @@ -477,7 +489,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "100-year elevation: 11.139864671857818 m\n" + "100-year elevation: 10.949955788933982 m\n" ] } ], @@ -498,22 +510,22 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 8, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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wIdOnT7dRUXRj2qa9RHNiq3ygU6XzpEBZyNSXMPJ2IyL8fkJfJg5KYt6/d7JgTTYAW7dudVaYi7Bqy4KCAnuEuATTNp2nzudIzsBGoIeIdMXvQCYBt1ip0KzkCJ2YGOFPN/Tn+ImTPPZhJonxsdx+iRmXtwszx2Evxp7O48Ty3yXABqCXiOSJyBRV9QIzgFXAduANVd1m5T6mR2KN2Bhh3s0pXNm7HbPe38YT/1jntCTXYDV6r9nJfTomGrLzODJHUheYORJ7KPOeZOrLm/h4l4dnbhnIVf3aOy3JYDCEkWieI7Ed0yOxhwZxsSy4bRA9WsZz/9It/G9HodOSop6KVTOhsnr1anuEuASr9jRYp1aOREQaBzYPRjxmjsQ+GiXEsezuUfRs15S7Xt3Mp7u/cVpSVJOSkmLp/WvWrLFHiEuwak+Ddc7qSEQkRkRuEZEPRKQQyAQKRCRDRJ4Qke51I7P2HD9ecyBCQ/Ds+yqbV348hKRzGjL15U2k1RCby3BmMjMznZbgKow9naemHsn/gG7AL4BzVbWTqrYFhgOfAn8SkR+GWWNI1PfEVnbTtWtXWjVpwGtTh3FO43huf/Fzdnx9xGlZUUnXrl2dluAqjD2dpyZHMk1Vf6+qX6jqqRCbqnpQVf+hqjcAy8IrMTRMaGl72bdvHwDnNk/ktSnDSIiN4YcvfEaO56jDyqKPCluGyrRp02xS4g6s2tNgnZocyRIAEfnPmS5Q1Yj8jx0XFylbZNxBy5YtT/3cuVUjXps6FO9JH7c+/xn7DpU6qCz6qGxLg3WMPZ2nJkcSIyK/BHqKyINVj7oQGComR4G9VF0F16NdU1758VCKS0/ww+c/w1NS5pCy6MPqisJFixbZpMQdmBWazlOTI5kEnMS/A75pNYehnlBdLKN+Sc1ZfOdF7Dtcym0vfM7Bo+UOKIs+TFwoezH2dJ6zjv+o6g78E+pfqOqHdaTJFiqHQDdY50xh+S/q0pKFtw1m2iubmLRwA3+fOpS2TRPrWF10YVIc2Iuxp/PUtPy3YgjrQjO0Vb8pKSk54+9G9mzDi3dcRF5RKTcv+NTMmdTA2WwZDKNGjbJJiTuwak+DdWrqE1YMYQ0GfoI/R0hH/CluIzpSmplst5fWrc+eouCS7q15dcoQPEfKuHH+Br76xqzmOhM12bImRo8ebY8Ql2DVngbrnNWRqOpsVZ2NP6z7QFV9SFUfAgYBnetCYKiUl5vxejvJy8ur8ZpB57Xk9WnDOFru5aYFG8j8urgOlEUfwdjybMyZM8cmJe7Aqj0N1gl2lqodUPk/c3mgzBFE5EIRmS8ib4nIT6q7pkGDBnUty9V07x5cEIN+Sc1ZNv1iAG58bgMbsk04laoEa8szYYZyTseqPQ3WCdaRvAJ8LiKPiMgjwGfAy6HcUEQWi0ihiHxZpXysiOwQkV0i8vDZ6lDV7ap6F3ATcGl115gQKfaybVvwUf17nduUt+++lHObJ3L74s9ZnmY2jFWmNrY01Iyxp/ME5UhU9VHgTqAocNypqn8M8Z4vAWMrFwQCQT4LjAN6A5NFpLeI9BORFVWOtoH3XAt8AKys7iYNGzYMUZ6hOpKTk2t1fccWDXnrrktI6dSCe5ds4fl1u8OkLPqorS2r0r69CeVfGav2NFgnKEciIsOALFV9UlWfBLJFZGgoN1TVtcDBKsVDgF2qultVy4GlwARVTVfV8VWOwkA976vqOODW6u5jNinZSyjJg5o3iueVKUO4qt+5/OGD7fx+RQY+nzvz39QGq4mYTL720zGJrZwn2KGt54DKA7MlgTK76AjsrXSeFyirFhEZLSJPicgCztAjOXz4MCkpKSQnJ5OcnMy8efPIzs6mtLSUjIwMfD7fqTwGFQ0xNTUVn89HRkYGpaWlZGdnU1RURH5+PgUFBXg8HnJycigpKSEzMxOv10taWtppdVS8pqenU1ZWRlZWFsXFxeTm5lJYWEhhYSG5ubkUFxeTlZVFWVkZ6enp1daRlpaG1+slMzOTkpIScnJy8Hg8FBQUkJ+fT1FRUZ0906BBg0J6pm1fbOXpyQO5qnsjXli/h8nP/pfDR49HxDM59TkNGDDA0jO9+uqrEfdMTn5Obdq0cd0z1fXnNH/+fPr27VuRtrjWy+CCypAoIltVNaVK2Req2r+2Nwy8twuwQlX7Bs4nAmNVdWrg/DZgqKrOCKV+gN69e2tGRkaobzdUocKZhIqq8sqGr5i9fBu9zm3G87cPpmOL+jn8aNWWs2fPZtasWTYqim6s2tNwOuHMkLhbRO4TkfjAcT9g56B3PtCp0nlSoCxkTGIre7H6hyoi3H5JF168cwh5B48x4ZmPSc0tsklddGH+6dmLsafzBOtI7gIuwf/PPQ8YCtg5ULsR6CEiXUUkAX+Mr/etVFhaanZX20lF19oqo3q24Z17LqFRQiyTFn7Ke1stfV+ISuyypcGPsafzBDW0ZesNRZYAo/GPw+0HZqnqCyJyFfBXIBZYHFgpFjKDBg1SMwlnH2VlZbbuzSk6Ws5df9/MZ3sOcs9l3Xjwyl7ExtSP+GhWbXnkyBGaNjUxUyuwu23Wd8I5tFX5Jqm1fU9lVHWyqrZX1XhVTVLVFwLlK1W1p6p2s+pEwOxst5vc3Fxb6zuncQKvThnKpIs68ez/srnjxc8pqifRg63a0iRyOh2726ah9oQSfzkqvjaaWFv20q6d/YEMEuJiePyG/jx+fT8+232Q8U+v54u8Q7bfJ9KwasulS5fapMQdhKNtGmpHKI7kA9tVhIGTJ086LcFVHDp0KGx1TxrSmbd+4g+rMvG5DSz93N3fMMNpy/qIsafz1NqRqOqvwyHEbkyyG3tJTAxvjpH+SS1Yfu9whp7fkoffTufBZVspKfOG9Z5OEW5b1jeMPZ0n5P+2ImKWShhspWXjBF66cwj3X96Dd7fmc/VT69i695DTsiKO8ePHOy3BYDiNs04kiMj1Z/oVcK79cuzDJLayl7oKghkbIzxwZU+G92jNzKVbmfjcJzxwZU/uGtXNNau6rNrS7Js4HROg1Xlq6pEsA64FrqlyjAciuj8ZGxvrtARX0aJFizq930VdWrLy/hGM6XsuT6zawS2LPiX3G3fET7Nqy9mzZ9sjxCXUdds0fJealjZ9AfxFVb+s+gsRuSI8kuzB63Xn+LpT7N+/n2bNmtXpPZs3jOeZyQMY1bMNv1+ewZi/ruXnY3tx+8VdiIni3okTtnQzxp7OU1OPZCZwpjR319krxV4SEhKcluAqOnd2JiGmiHDT4E6semAkQ89vyezlGdy8cAN7PNGbytcpW7oVY0/nqSnV7jpVrXYtpqpuCo8kezDjpvayc+dOR+/foUVDXrzjIv5yYzI7vj7C2L+u5bnV2ZR7o28uzKote/bsaZMSd+B02zTUECJFRH4N/E1Vq+YPqfj994BGqroiTPpCZvDgwbppU0T7OkOI7C8+zm/e/ZJ/ZuynR9sm/P4HfRl2fiunZRkMriAcIVLSgeUi8h8ReUJEfi4ivxWRVwPLf6/Bn3Y34jCJrewlkuKWtWuWyMIfDeb5Hw2m9MRJJi38lAeXbeXAkTKnpQWFVVsuWbLEJiXuIJLaZn0l2HwkPfDnRm8PlALbgbWqGrEhdk2PpH5QWn6SZ/+3iwVrs0mMj+VnY3px69DzXLNUuDpMPhJDOAlb0EZVzVLVl1T1MVX9q6quctqJiEhjEdkkItXuzjI9EnuJ1G99DRNi+emYXnw0cyT9k5rz2/e2ce0z69n8VbWjsRFBpNoyWjH2dJ46jyMiIotFpFBEvqxSPlZEdojILhF5OIiq/g9440y/NImt7CXSN8F1a9OEv08ZyjO3DOCbknJueG4DD72RRuGRyFt0Eem2jDaMPZ3HiXwkI/HnfH+lUqrdWGAncCX+xFkbgcn4c5M8VqWKHwPJQCv8myI91U329+nTR7dt2xaux6h3pKWlkZyc7LSMoDha5uXZ/+1i0brdJMbFMvPKnvzo4vOIj42M+GvRZMtowNjTXkIZ2qpzRwLV5my/GHhEVccEzn8BoKpVnUjF+x8FGgO98c/ZXKeqp60DNYmt7MXr9UZdaP7dB0p4ZHkGa3ceoFe7pjxybR8u7ub86i6rtjQ5yk8nGttmJBO2ORIRaSMivxSRhYGhqcUisjg0mdXSEdhb6TwvUFYtqvorVZ0JvA4squpEwJ/8JyUlheTkZJKTk5k3bx7Z2dmUlpaSkZGBz+cjNdWfo6vC4aSmpuLz+cjIyKC0tJTs7GyKiorIz8+noKAAj8dDTk4OJSUlZGZm4vV6SUtLO62Oitf09HTKysrIysqiuLiY3NxcCgsLKSwsJDc3l+LiYrKysigrKzuVKrRqHWlpaXi9XjIzMykpKSEnJwePx0NBQQH5+fkUFRXV2TPt2rUr6p6pbUP4xcVNee7WARSVHGPyok+59dn/UHC41NHPKSsry9LntGLFinrV9mp6ps2bN7vumer6c5o/fz59+/Zl4MCB4M9eWyuCXbX1CbAO2AycSvShqv+o7Q0D9XXh9B7JRGCsqk4NnN8GDFXVGaHUDzBw4ECtMJjBOiUlJTRp0sRpGSFz/MRJ5q/J5rnV2cTGCPd+rwdThnclIa7uh7us2tKs2jqdaG+bkUYoPZJg+4ONVPX/QtAULPlAp0rnSYGykDGxtuzF4/FE9R9rYnwsM6/oyQ0Dk/jdigz+9FEmb27ay6xr+zCqZ5s61RLttow0jD2dJ9ivYytE5Kow6tgI9BCRriKSAEwC3rdSoUlsZS9u+UPt1LIRi340mBfvvAgFbl/8OdNf2cTeg3W3XNyqLSdNmmSTEnfglrYZzQT73/Z+/M7kuIgcCRxnCuZ4VkRkCbAB6CUieSIyRVW9wAxgFf7Njm+oqqUlV04sInAzJ06ccFqCrVzWqy0fzRzBz8f2Yl2WhyvmruHJf2dx/ET4UzRbtWWHDh1sUuIO3NY2o5FgNyQ2VdUYVU0M/NxUVUOK26yqk1W1varGq2qSqr4QKF+pqj1VtZuqPhpK3Ybw4cZEYQ3iYrl7dHf+89Aorujdjnn/3smV89bwr4z9Yf0iYtWWc+fOtUmJO3Bj24w2gh7/EZFrReQvgSPic32aoS17cfMGzw4tGvLsLQN5fepQEuNimfbKJu58aWPYQtW72ZZOYOzpPMEu/30c//BWRuC4X0Sq3eMRKZjJdns5eDByQ47YxSXdW7Py/hH8+uoL2ZRTxJh5a3liVSbHyu1tS/XBlnWJsafzBPu1/SrgSlVdrKqLgbHA1eGTZZ34+HinJbiK+jIuHx8bw9QR5/Pfh0Yxvn97nv1fNpfPWcMHXxTYNtxl1ZaBtf6GAPWlbUYytRn/aVHp5+Y267Cd8vJypyW4ij179jgtoU5p2yyRuTen8OZdF9OiUQL3vJ7KD1/4jKz9RyzXbdWW11xzjWUNbqK+tc1IJFhH8hiwRUReEpGX8W9MjOgJ8cTERKcluIoLLrjAaQmOcFGXlqy4dzi/n9CH9LzDjHtyHY9+kMGR46GvFLJqy4ULF1p6v9uor20zkgh21dYSYBjwNvAP4GJVXRZOYVYxYeTtZevWrU5LcIzYGOG2i7vwv5+OZuKgJJ5fv4fvzVnDO1vyQhrusmrLgoICS+93G/W5bUYKZ3UkInJB4HUg/qRWeYGjQ6AsYjErOezFjMtDqyYNePyG/rxz96V0aJ7IA8vSuGnBBjL21W5LlbGlvRh7Ok9NPZIHA69zqjn+EkZdljE9EnsxkZS/JaVTC965+1L+dEM/sg8c5Zpn1vOnjzKD3sxo1ZZmJ/fpmLbpPMEGbUxU1eM1lUUSJtWuoS44dKycRz/Yzpub8+jSqhF/vL4fl3SrdfBUgyFiCFsYeeCTIMsiBtMjsRcTSbl6WjRK4Ikbk3lt6lAUuGXRZ/z8rTQOHzvzZLxVW65evdrS+92GaZvOU9McybkiMghoKCIDRGRg4BgNRPQkhJkjsZeUlBSnJUQ0l3ZvzUf3j+SuUd34R2o+l89dw4ov9lU7GW/VlmvWrLH0frdh2qbz1NQjGYN/LiSJ0+dHHgB+GV5p1jh+PGJH3aKSzMxMpyVEPA0TYnl43AW8d8+ltG+eyIzXtzDtlU3sO1R62nXGlvZi7Ok8Z3Ukqvqyql4G3KGq31PVywLHBFV9u440fgcRGS0i60RkfqB39B0SEhLqVpTL6dq1q9MSooa+HZvzzt2X8KurLmT9Lg9Xzl3DKxty8Pn8vRNjS3sx9nSeYOdIBolIi4oTETlHRP4Qyg0DaXoLReTLKuVjRWSHiOwSkYdrqEaBEiAR/3Lk72BCS9vLvn37nJYQVcTFxjBt5Pn8c+YoBp53Dr99bxs3LtjArsIjlm05bdo0m1S6A9M2nSdYRzJOVQ9VnKhqEf74W6HwEv5YXacQkVjgWWAc0BuYLCK9RaSfiKyocrQF1qnqOOD/gNnV3SQuLtjkj4ZgaNmypdMSopLOrRrxyo+HMPemZLIPlHDVk+t5Z8cxvCdN6HO7MG3TeYJ1JLEi0qDiREQaAg3Ocv0ZUdW1QNVwnUOAXaq6W1XLgaXABFVNV9XxVY5CVa34Kyw6kw6To8BezCq40BERrh+YxL8eGMUVvdvyzNpcfvC3j2u9kbGCRYsW2awwujFt03mCdSSvAf8RkSkiMgX4F/CyjTo6AnsrnecFyqpFRK4XkQXAq8Az1V1z4MABUlJSSE5OJjk5mXnz5pGdnU1paSkZGRn4fL5TywYrNjSlpqbi8/nIyMigtLSU7OxsioqKyM/Pp6CgAI/HQ05ODiUlJWRmZuL1eklLSzutjorX9PR0ysrKyMrKori4mNzcXAoLCyksLCQ3N5fi4mKysrIoKysjPT292jrS0tLwer1kZmZSUlJCTk4OHo+HgoIC8vPzKSoqqrNniomJcd0z1fXn1CTOx4wBDfnDuC7s9ZRw7TPr+dkrqyn3+mr1TEDEPFMkfE7ffPON656prj+n+fPn07dv34ooAbXeCBXUhkQAERkHXB44/ZeqrqrtzSrV1QVYoap9A+cTgbGqOjVwfhswVFVnhHqPlJQUNTF47MPj8dC6tdloZwcej4fYhs343YoM3tmST692TXnixv70T2oR1Ptnz57NrFmzwisyijBt017CuSERVf1QVX8aOEJ2ImcgH+hU6TwpUBYyZmjLXiq+CRusU1JSwjmNE5h3cwov3D6YQ6Xl/ODZj3n8w+DCrIwaNaoOVEYPpm06T7AZEq8XkSwROSwixSJyRERCG+Ctno1ADxHpKiIJwCTgfSsVmsl2ezHf+Oyjsi0vv7Ad/3xgFDcO6sT8Ndlc9dQ6Nn919ox/o0ePDrPC6MK0TecJtkfyZ+BaVW2uqs1UtamqNgvlhiKyBNgA9BKRPBGZoqpeYAawCtgOvKGq20KpvwKT2Mpe8vKqXWVtCIGqtmzeMJ4/TezPq1OGUHbCx8T5G5i9fNsZU/zOmTOnLmRGDaZtOk+wX9v3q+p2O26oqpPPUL4SWGnHPQAaNAhpUZnhDHTv3t1pCa7hTLYc0aMNqx4YyZ8/yuTFj3P4z/ZCHr/hu0EgzVDO6Zi26TzB9kg2icgyEZkcGOa6XkSuD6syi5gQKfaybZulDqKhEmezZZMGcfxuQl+WTR+GiD8I5K/eSbeUkdHtmLbpPME6kmbAMeD7wDWBY3y4RNlBw4YNnZbgKpKTk52W4BqCseXQ81vx0f0jmTq8K69/nsuYeWtZvaMQgPbt24dbYlRh2qbzBL38N9ro3bu3ZmRkOC3DNWzevJlBgwY5LcMV1NaWqblF/PytL9hVWMLEQUn85ureNG8UH0aF0YVpm/YSyvLfYBNbvYg/vtVpqOqPa3OzusQktjK4ieMnTvL0f7OYv2Y3oxNzmTzxOq7o3c5pWQYXEoojCXayfUWlnxOB64CIjpR28OBBZs/+NgxXRaC7yuElRo0axejRo5kzZ86pCcz27dszffp0li9fflrCnAcffJB9+/axdOnSU2Xjx49n0KBBp92nZ8+eTJ48mSVLlrBz585T5bNmzWLz5s2sWPGtKSdNmkSHDh2YO3fuqbKBAwdyzTXXsHDhQgoKCgB/atWHHnqI1atXn5aLoi6fqWfPnuzcudNVzxRtn9OxT5fxowaAwp9f+5CV/VNonvleVD+TGz+naH+mUAhpaEtEYoD1qnpJSHetA0yPxOBWZs+eTZOLJ/G31dm0apzAH6/rZ3onBtsI6872KvQA2ob43jqhtLS05osMQVMR68dgHTts+dD3e/HePZfSsnECU1/ZxIPLtp41va+bMW3TeYKdIznC6XMkXwO/UNV/hEuYVQYNGqQVQckM1ikrKzN7c2zCqi2PHDlC06ZNASj3+nj6v1mneiePXd+Pyy+sX70T0zbtxfYeiYhcGvixTWBHe8XRM5KdCJid7XaTm5vrtATXYNWWlRM5JcTFnNY7mfLyJh58o371TkzbdJ6ahraeCrx+Em4hdmNibdlLu3b161tuOLFqy8qTuRX07dic92cM597vdee9rfu4ct4a/rN9v6X7RAumbTpPTY7khIgsBJJE5KmqR10IDJWTJ2uOomoInkOHDjktwTWEy5b1tXdi2qbz1PS1fTxwBTAGiJgJh8Cqsd/j33G/SVW/k2QrJibUdQSG6khMTHRagmsIty0reicVcyfrszyunjsxbdN5zvrfVlU9qroUf+Tfl6seodxQRBaLSKGIfFmlfKyI7BCRXSLycA3VTMCfs+QE/myKBkO9Yfz4mqMT1dfeicEZgvrarqppNt7zJWBs5QIRiQWeBcYBvYHJItJbRPqJyIoqR1ugF/CJqj4I/KS6m5jEVvZigmDah1Vb1iYcSH2YOzFt03nqfPxHVdcCVTP3DAF2qepuVS0HlgITVDVdVcdXOQrx90KKAu+tdjIkNjY2XI9QL2nRooXTElyDVVtW3iUdDG7vnZi26TyRMpHQEdhb6TwvUHYm3gbGiMjTwNrqLvj6669JSUkhOTmZ5ORk5s2bR3Z2NqWlpWRkZODz+U6FN6jYb5KamorP5yMjI4PS0lKys7MpKioiPz+fgoICPB4POTk5lJSUkJmZidfrJS0t7bQ6Kl7T09MpKysjKyuL4uJicnNzKSwspLCwkNzcXIqLi8nKyqKsrOzUhqqqdaSlpeH1esnMzKSkpIScnBw8Hg8FBQXk5+dTVFRUZ8+0f/9+1z2TU5/T119/bemZgJCeqW18Gc9O6Mz0Szvx7pZ8rpy3hsUffR71n9OOHTtM27P4TPPnz6dv374MHDgQoNYpJ8+6IVFEHjzbm1V17tl+f5Z6uwArVLVv4HwiMFZVpwbObwOGquqMUOoHsyHRbsymL/uwasvZs2cza9YsSxq+zD/MT99MI/PrI1w/sCOzrulD84bRGVHYtE17CUeIlKY1HHaRD3SqdJ4UKAsZM25qL5WDyxmsYdWWPXv2tKyh6tzJ2L+uZV3WAcv1OoFpm87jSD6SanokccBO4HL8DmQjcIuVvO0maKPBEBxpew/x4BtbyT5wlB9dfB4Pj7uARglmQ299JWxBG0UkUUTuEZG/BZbvLhaRxSGKXAJsAHqJSJ6ITFFVLzADWAVsB96w4kQAjh07ZuXthiqYYUL7sGrLJUuW2KTET3KnFnxw3wimDO/Kq59+xVVPrmPzV1XXw0Qupm06T7CT7a8C5+LfmLgG/9DTkVBuqKqTVbW9qsarapKqvhAoXxmI4dVNVR8Npe7KNGrUyGoVhkqYDHT2YdWW4RjKSYyP5Tfje/P61GGcOKncOH8Df/ookzJv5EeIMG3TeYJ1JN1V9TfA0cBGxKuBoeGTZR3TI7EX863PPiLZlhd3a8VHM0dw46BOPLc6mwnPfEzGvmKnZZ2VSLZnfSFYR1Kx4PyQiPQFmhPh+UhMj8RezLc++4h0WzZNjOdPE/vzwu2D8ZSUM+HZ9Tz7v114T0bmJt9It2d9IFhHslBEzgF+A7wPZAB/CpsqGzCJreylYi28wTpWbWl16W+wXH5hO/75wEi+3/tcnli1gxsXbGD3gZI6uXdtMG3TeYJNbBWrqpE/WFoJs4/EXrxerwnNbxNWbbl58+Y6/Rauqryfto/fvreNMu9JfjHuQm4bdh4xMVJnGs6GaZv2Es5Uu3tEZKGIXC4ikdF6aqCsrMxpCa5i165dTktwDVZtuWLFCpuUBIeIMCGlI/98YCRDu7Zi1vvbuG3xZ+w7FBm9ftM2nSdYR3IB8G/gHiBHRJ4RkeHhk2WdhIQEpyW4iqSkJKcluIZotWW7Zom8dOdF/PG6fmzJPcSYeWt5a3MeTuxFq0y02tNNBBv995iqvqGq1wMp+POArAmnMKt4vV6nJbgKj8fjtATXEM22FBFuGdqZj+4fyYXtm/HTN9OY/upmPCXOjQBEsz3dQtBBG0VklIj8DX+Cq0TgprCpsgGT2MpemjRp4rQE12DVlpMmTbJJSeh0btWIJdOH8aurLmTNzgOMmbeWf2c4E57etE3nCXZnew4wE1gH9FPVm1T1H2HUZRmnu9tu48QJd4QcjwSs2rJDhw42KbFGbIwwbeT5LJ8xnLbNEpn6yiZ+8fYXHC2r29EA0zadJ9iv7f1V9TpVXaKqR8OqyBCRmERh9mHVlnPnhhR0O2z0Orcp795zCf9v1Pks3biXq55ax+avimp+o02Ytuk8Z10zJyI/V9U/A4+KyHe+4qvqfWFTZhEztGUvZoOnfbjRlg3iYvnFuAv5Xq+2PPhGGjfO/4QZl3Xn3st7EB8b3r9FN9oz2qjpE94eeN2Ef26k6hGxmMl2ezl4MHqC+EU6brbl0PNb8eHMEVw3IImn/ruLG577hOwwb2J0sz2jhbP2SFR1eeDHdFVNrQM9QSEiI4Bb8evvraqXVL0mPj46k/REKpEyLu8GrNoykMUuYmmWGM+cm5K54sK2/OKddK5+ah2/uupCfjjsPMKxDc20TecJts85R0S2i8jvA7G2QiYQgr5QRL6sUj5WRHaIyC4RefhsdajqOlW9C1gBvFzdNeXl5VZkGqqwZ88epyW4Bqu2vOaaa2xSEl7G9WvPqpkjGdK1Fb95bxt3vLiRwmL7E86Ztuk8we4juQy4DDgALBCRdBH5dYj3fAkYW7lARGKBZ4FxQG9gsoj0FpF+IrKiylE5WOQtwOvV3SQxMTFEeYbquOCCC5yW4Bqs2nLhwoU2KQk/7Zol8vKdF/G7CX34dPc3jPnrWj76ssDWe5i26TxBz4Kp6teq+hRwF7AV+G0oN1TVtUDVQc0hwC5V3a2q5cBSYIKqpqvq+CpHIYCIdAYOq2q1eVFMGHl72bp1q9MSXINVWxYU2PuPONyICD+6uAsf3DeCpHMacdffU/npm2kcOW7Psl3TNp0n2H0kF4rIIyKSDjwNfII/uZVddAT2VjrPC5SdjSnAi2f65eHDh0lJSSE5OZnk5GTmzZtHdnY2paWlZGRk4PP5SE31T/tUBHdMTU3F5/ORkZFBaWkp2dnZFBUVkZ+fT0FBAR6Ph5ycHEpKSsjMzMTr9Z6KPFpRR8Vreno6ZWVlZGVlUVxcTG5uLoWFhRQWFpKbm0txcTFZWVmUlZWRnp5ebR1paWl4vV4yMzMpKSkhJycHj8dDQUEB+fn5FBUV1dkzDRw40HXP5NTnlJKSYumZgIh7pmA+JzmynxcmX8jtF7Xj7dQ8xsxdw/sbtln+nFq3bm3ansVnmj9/Pn379q2Yf2tNLQk2+u8G/L2EN1V1X21vUk19XTg9Z/tEYKyqTg2c3wYMVdUZod6jd+/empGRYVWqIUBdR5x1M1ZtOWfOHB566CEbFdU9m78q4sE3tpJ78Bh3jerGA1f0JCEutGXCpm3aSyjRf2t0JIH5i1dV9RYr4qrU2YXTHcnFwCOqOiZw/gsAVX0s1HsMHjxYN23aZINag8EQDo6Wefn9igyWbtxL7/bN+OukFHq2a+q0rHpPWMLIB/KQdBKRcIbT3Qj0EJGugftMwp9AK2TMHIm9VHSHDdaxasvVq1fbI8RhGjeI4/Eb+rPoR4PZX3yc8U+vZ/H6Pfh8tQtvZNqm8wSdjwT4WER+IyIPVhyh3FBElgAbgF4ikiciU1TVC8wAVuHfBPmGqm4Lpf4KzG5Xe0lJSXFagmuwass1ayI68HatubJ3Oz6aOZIR3VvzuxUZ/Gjx5xQcDj7XiWmbzhOsI8nGv2cjBmha6ag1qjpZVduraryqJqnqC4HylaraU1W7qeqjodRdmePH7V+vXp/JzMx0WoJrMLb8Lm2aNuD52wfzx+v6sfmrIsbMW8vytOCmY409nSeo/JSqOjvcQuzGJLayl65duzotwTUYW1ZPRa6TS7q14oE3tnLvki38N7OQ2RP60CzxzJEqjD2dJ9jlv/8Tkf9WPcItzgomtLS97NtnebGeIYBVW06bNs0mJZFJl9aNefP/XczMK3rwfto+xv11HRtzzhxPy7RN5wmqRwL8tNLPicANQERHRYyLC/bRDMHQsmVLpyW4BmPLmomLjWHmFT0Z0aMNDyzbys0LNnDPZd25r5powsaezhNsiJTNlY6PVfVBYHR4pVnD5CiwF7MKzj6s2nLRokU2KYl8Bp13DivvH8H1A5N4+r+7mDh/A3s8p6dEMm3TeYId2mpZ6WgtImOA5mHWZoggTH4X+zC2rB1NGsTxlxuT+dutA8nxHOXqp9ax9PPcU1lQjT2dJ9jxn82AAoJ/SGsP/hAlEUs4wlXXZ0xYfvswtgyNq/q1Z0DnFjz0RhoPv53OfzMLefyG/saeEUCwQ1tdVfX8wGsPVf2+qq4PtzgrmKEte6mI8WSwjlVbjho1yiYl0Uf75g35+5Sh/OqqC1m94wBj/7qW/23/2mlZ9Z5gh7ZuFJGmgZ9/LSJvi0hEZ9cxk+320rp1reO4Gc6AVVuOHj3aHiFRSkyMMG3k+bx7z6U0bxjPzz74itnLt3H8xEmnpdVbgh1c/I2qHhGR4cAVwAvAc+GTZR2T2Mpe8vLynJbgGqzacs6cOTYpiW56d2jG8nuHc+2FzXnx4xwmPPMxmV8XOy2rXhKsI6lw9VcDC1X1AyCid/w1aNDAaQmuonv37k5LcA1WbWmGGb8lMT6WubcO48U7L+Kbo+Vc+/THPL9ud63jdRmsEawjyReRBcDNwEoRaVCL9zqCCZFiL9u2WQp9ZqiEsaW9bNu2jct6tWXVzBGM7NmGP3ywndtf/Jz9YUjra6ieYJ3BTfgDKo5R1UNAS+Bn4RJlBw0bNnRagqtITk52WoJrsGrL9u3b26TEHVTYs1WTBiz60SAeva4vG3MOhiWtr6F6gl21dUxV31bVrMB5gar+M7zSzoyIdBaRd0VksYg8XN01ZpOSvVRkUzNYx6otp0+fbpMSd1DZniLCrUPP44P7RtApkNb352+lcbQsogNxRD11PjwV+OdfKCJfVikfKyI7RGTXmZxDJfoBb6nqj4EB1V1gwsjbi8lAZx9Wbbl8+XKblLiD6uzZrU0T/vGTS7h7dDfe3JzHVU+tY0tukQPq6gdOzHO8BIytXBDIwvgsMA7oDUwWkd4i0k9EVlQ52gKfAlMCgSM/qu4mpkdiL6ZHYh9WbWkSOZ3OmeyZEBfDz8dewNJpw/CeVCbO38BT/8nCe9LsMbObOnckqroWqBrKcwiwS1V3q2o5/vzwE1Q1XVXHVzkKgTuBWar6Pfwryb6D6ZHYi+mR2Iexpb3UZM+h57di5f0jGN+/PXP/tZObF37K3oPmi6adRMrKq47A3krneYGyM/ERcJ+IzAdyqrsgLy+PlJQUkpOTSU5OZt68eWRnZ1NaWkpGRgY+n+/UN7uKbzSpqan4fD4yMjIoLS0lOzuboqIi8vPzKSgowOPxkJOTQ0lJCZmZmXi9XtLS0k6ro+I1PT2dsrIysrKyKC4uJjc3l8LCQgoLC8nNzaW4uJisrCzKyspIT0+vto60tDS8Xi+ZmZmUlJSQk5ODx+OhoKCA/Px8ioqK6uyZ0tPTXfdMTn1OX3zxhaVnAiLumZz8nD755JMan6l5w3h+fGEMcyb2Y/u+w4z961oWrNrKgQMHIvKZ6vpzmj9/Pn379mXgwIEAtd4xKxWBz+oSEekCrFDVvoHzicBYVZ0aOL8NGKqqM0K9x6BBg9QMx9hHWVmZ2ZtjE1ZteeTIEZo2DSlBqSuprT33HjzGQ2+k8XnOQa7u354//qAfzRuZeF0ViMhmVR1cm/dESo8kH+hU6TwpUBYyZme7veTm5jotwTVYtaVJ5HQ6tbVnp5aNWDJ9GD8b04tVX37N2CfX8km2J0zq6geR4kg2Aj1EpKuIJACTgPetVGhibdlLu3btnJbgGqzacunSpTYpcQeh2DM2Rrjnsu68ffclNIyP5dbnP+OxD7dT7jUT8aHgxPLfJcAGoJeI5InIFFX1AjPwb3rcDryhqpa2/548aQK42cmhQ4ecluAajC3txYo9+ye1YMV9w5l0UWcWrNnNdX/7mF2FR+wTV09wYtXWZFVtr6rxqpqkqi8Eyleqak9V7aaqj1q9j0l2Yy+JiYlOS3ANxpb2YtWejRLieOz6fiy8bRAFh49z9VPr+funX+HE/HG0Yv7bGgxRxvjx452W4Eq+3+dcPrp/BEO6tuTX737J9Fc3c/ComWsNBtc6EpPYyl5MEEz7sGpLsw/ldOxsm22bJfLynUP49dUXsiaQOGt9lpmIrwnXOpLY2FinJbiKFi1aOC3BNVi15ezZs+0R4hLsbpsxMcLUEefzzj2X0DQxjh++8BmPrTQT8WfDtY7E6zVB2uxk//79TktwDcaW9hIue/bp0JwV947glqGdWbB2N9c/9zHZB0wumOpwrSNJSIjovFtRR+fOnZ2W4BqMLe0lnPZsmBDLH6/rx4LbBpFXVMr4p9az9PNcMxFfBdc6EjOmby87d+50WoJrsGrLnj172qTEHdRF2xzT51w+un8kAzq34OG307n7tVQOHTMT8RU4EiKlLhg8eLBu2rTJaRkGg8FF+HzKwnW7+cuqHbRp2oC5N6VwcbdWTsuylWgOkWI7Joy8vZi4ZfZh1ZZLliyxSYk7qMu2GRMj3DWqG+/cfSmJ8bHc8vynPLEqkxP1PDS9ax2JCSNvL2bJqX1YtaUZZjwdJ9pmv6TmrLh3ODcN6sSz/8tm4vwN5HiO1rmOSMG1jsT0SOzF9Ejsw9jSXpyyZ+MGcfxpYn/+dutA9hwo4eqn1vHW5rx6ORHvWkdieiT2Ynok9mFsaS9O2/Oqfu35aOZI+nRszk/fTOPeJVs4XHrCUU11jWsdSWlpqdMSXEVFch6DdazactasWTYpcQeR0DY7tGjIkmn+0PQffvk1Vz25jo05VRPBupeodCSBfO5viMhzgaRY38EExrOXPn36OC3BNVi1pRkaO51IaZsVoenfuutiYmOEmxdsYO6/dtaLHPFOhJFfLCKFIvJllfKxIrJDRHaJyMM1VDMOeFpVfwL8qLoLysrKbFJsANi1a5fTElyDVVuuWLHCJiXuINLa5oDO5/DBfcP5wYCOPPWfLG5asMH1OeKd6JG8BIytXCAiscCz+B1Eb2ByoNfRT0RWVDnaAq8Ck0TkCaDaRdxmZ7u9JCUlOS3BNRhb2ksk2rNpYjxzb0rhyUkpZO0v4aon1/HeVktJXyOaOk8jqKprAznbKzME2KWquwFEZCkwQVUfA84UM/uegAN6u7pfmlhb9uLxeGjSpInTMlyBsaW9RLI9J6R0ZGDnc5i5bCv3L93K6h0H+N2EPjRNdFeO+EiZI+kI7K10nhcoqxYR6SIiC4FXgCequ8bj8ZCSkkJycjLJycnMmzeP7OxsSktLycjIwOfzkZqaCnw75pyamorP5yMjI4PS0lKys7MpKioiPz+fgoICPB4POTk5lJSUkJmZidfrPTXRV1FHxWt6ejplZWVkZWVRXFxMbm4uhYWFFBYWkpubS3FxMVlZWZSVlZGenl5tHWlpaXi9XjIzMykpKSEnJwePx0NBQQH5+fkUFRXV2TM1adLEdc/k1OfUuHFjS880fPjwiHsmJz+nY8eORfQzHdybxbLpw7i5dxPe25rP5U/8h9Tcooj6nObPn0/fvn0ZOHAgQGtqiSMhUgI9khWq2jdwPhEYq6pTA+e3AUNVdUao90hOTtZIWM3hFgoKCmjfvr3TMlyBVVseOXKEpk2b2qgouommtrkp5yD3L93K18XHmXl5D+6+rDuxMeK0rNOI5hAp+UCnSudJgTJDhGAShdmHVVvOnTvXJiXuIJra5uAuLflw5giu7teeOf/aya3Pf8rXh6M/wGykOJKNQA8R6SoiCcAk4H0rFZqc7fZiNnjah7GlvUSbPZslxvPkpBSemNiftL2HGffkWv6dEd05apxY/rsE2AD0EpE8EZmiql5gBrAK2A68oarbrNzHTLbby8GD9WdzVbgxtrSXaLSniHDj4E6suG847Zs3ZOorm3jk/W2UeU86LS0knFi1NfkM5SuBlXbdJz7eXasinKZDhw5OS3ANVm0ZmBA1BIjmttmtTRPeuecSHluZyUuf5PD5noM8fcsAurWJzFVoZ8K14z/l5SbpjJ3s2bPHaQmuwaotr7nmGpuUuINob5sN4mJ55No+PP+jwRQcLuWap9fz5qa9URX80bWOxIRIsZcLLrjAaQmuwaotFy5caJMSd+CWtnlF73Z8eP9I+ic152dvfcHMZVs5cjw6gj+61pGYMPL2snXrVqcluAartiwoKLBHiEtwU9s8t3kir00dxkNX9mR52j6ufmo9aXsPOS2rRlzrSKJtJUekY8bl7cPY0l7cZs/YGOHey3vwxv+7mJM+5YbnPmHh2mx8vsgd6nKtIzE9EnsxEWftw6otIzUciFO4tW0O7tKSlfeN4IoL2/HHlZnc8dJGDhyJzGC0juxsrwsGDx6smzZtclqGwWAwWEJVef3zXH63PIOmifHMuzmZET3ahO1+0byz3XZMj8ReKuLzGKxj1ZarV6+2R4hLcHvbFBFuHXoe788YzjmN4rnthc957MPtnIigPCeudSRmjsReUlJSnJbgGqzacs2aNfYIcQn1pW32Orcp788Yzi1DO7NgzW4mzt9A7jeR8YXZtY7k+PHoj18TSWRmZjotwTUYW9pLfbJnw4RY/nhdP/5260D2HCjh6qfW8X7aPqdludeRmMRW9tK1a1enJbgGY0t7qY/2vKpfe1beP4Ke5zblviVb+PlbaRwrdy4slGsdyYkT0bGRJ1rYt8/5bz1uwaotp02bZpMSd1Bf22bSOY1YNn0YMy7rzpub87jm6fVsLyh2REvEOxIROV9EXhCRtyqVNRaRl0VkkYjcWt374uLqPIyYq2nZsqXTElyDsaW91Gd7xsXG8NMxvXht6lCOHPcy4dmPef2z3DoPrxJWRyIii0WkUES+rFI+VkR2iMguEXn4bHWo6m5VnVKl+HrgLVWdBlxb3fsOHDhgSbvhdExYDvuwastFixbZpMQdmLYJl3Rrzcr7RzC0a0t++U469y21FF6l1hkSw90jeQkYW7kgkGf9WWAc0BuYLCK9RaSfiKyocrQ9Q71JfJuat9q4y9EYWjqSef31152W4BqMLe3F2NNP6yYNePnOIfxsTC9WphdwzdPr+TL/cChV1XqTSlgdiaquBar+Rx8C7Ar0NMqBpcAEVU1X1fFVjsIzVJ2H35lAFAzPuQGRyEoHGs0YW9qLsee3xMQI91zWnaXTh3H8hI/r//YJr2zICftQV9h3tlvNzy4irYBHgSuB51X1MRFpDDwDHAfWq+pr1bzvOKf3Vg4AHtserP7RGmM/uzC2tBdjT+u05tueSKyq1ip8esTPSKvqN8BdVcqOAnfW8D4TR95gMBjqACeGhfKBTpXOkwJlBoPBYIhCnHAkG4EeItJVRBKAScD7DugwGAwGgw2Ee/nvEmAD0EtE8kRkiqp6gRnAKmA78IaqbrPxnkEvLTbUjIjkiEi6iGwVERNOuZZUtwReRFqKyL9EJCvweo6TGqOJM9jzERHJD7TRrSJylZMaowUR6SQi/xORDBHZJiL3B8pr3T5dFUY+sLR4J/6J+Tz8vZ/JqprhqLAoRkRygMGqaiYzQ0BERgIlwCuVFpz8GTioqo8Hvuyco6r/56TOaOEM9nwEKFHVvzipLdoQkfZAe1VNFZGmwGbgB8Ad1LJ9um3pbLVLix3WZKjHnGEJ/ATg5cDPL+P/4zUEwRnsaQgBVS1Q1dTAz0fwjxB1JIT26TZH0pFvNyqCv1fS0SEtbkGBf4rIZhGZ7rQYl9BOVSsSr38NtHNSjEuYISJfBIa+zFBhLQls0xgAfEYI7dNtjsRgP8NVdSD+SAT3BIYWDDah/rFl94wvO8NzQDcgBSgA5jiqJsoQkSbAP4CZqnpa1Mdg26fbHIlZWmwzqpofeC0E3sE/fGiwxv7A+HTFOPWZIjgYgkBV96vqSVX1AYswbTRoRCQevxN5TVXfDhTXun26zZGYpcU2Eoiy3LTiZ+D7wJdnf5chCN4Hbg/8fDvwnoNaop6Kf3oBrsO00aAQf2yZF4Dtqjq30q9q3T5dtWoLILD0769ALLBYVR91VlH0IiLn4++FgD8KwuvGnrUjsAR+NP4QFPuBWcC7wBtAZ+Ar4CZVNRPIQXAGe47GP6ylQA7w/yqN8RvOgIgMB9YB6UBFAvhf4p8nqVX7dJ0jMRgMBkPd4rahLYPBYDDUMcaRGAwGg8ESxpEYDAaDwRLGkRgMBoPBEsaRGAwGg8ESxpEYDAaDwRLGkRgMAQIh81vbXOcvq5x/YlO9qwPpEq6txXsaBsKsl9v9nIb6jXEkBkN4Oc2RqOolNtZ9q6oGHblBVUtVNQXYZ6MGg8E4EkP9Q0R+KCKfB76dLwjksanxGhG5S0SeqHTNHSLyTODndwMRkrdVREkWkceBil7Aa4GyksCriMgTIvJlIHHYzYHy0YHexlsikikirwVCWdT0TKtFZJ6IbBKR7SJykYi8HUhO9AdbDGcwnAHjSAz1ChG5ELgZuDTw7fwkcGuQ1/wDfyynCm7Gn/MG4MeqOggYDNwnIq1U9WGgVFVTVPW0ewDX4w/rkQxcATxRKWbUAGAm0Bs4H7g0yMcrV9XBwHz88ZHuAfoCd4hIqyDrMBhqTZzTAgyGOuZyYBCwMfBFvyHfjW5a7TWqekBEdovIMCALuAD4OPCe+0Skwsl0AnoA35xFx3BgiaqexB9tdQ1wEVAMfK6qeQAishXoAqwP4tkqhrnSgW0V8aZEZHdA09n0GAwhYxyJob4hwMuq+osQr1kK3ARkAu+oqorIaPy9iotV9ZiIrAYSLWgsq/TzSYL/O614n69KHb5a1GEw1BoztGWob/wHmCgibQFEpKWInFeLa97Bn4p0Mt8OazUHigJO5AJgWKW6TgRyPlRlHXBzYO6lDTAS+NyG5zMY6hzjSAz1ClXNAH6NP33wF8C/gPbBXqOqRfhzW5+nqhX/+D8C4kRkO/A48Gml6hYCX1RMtlfiHeALIA34L/BzVf3atgc1GOoQE0beYIhCAsNnP1XVTSG8NwcYrKoeu3UZ6iemR2IwRCcHgZdC2ZAIxPNtIiODwTKmR2IwGAwGS5geicFgMBgsYRyJwWAwGCxhHInBYDAYLGEcicFgMBgsYRyJwWAwGCzx/wF9i0pjiX6KSQAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] @@ -547,21 +559,15 @@ "ax.set_ylim(ylim)\n", "\n", "# 100-year return level\n", + "s_t = lte.sf(x_t)\n", "ax.plot([0, x[-1]], [s_t, s_t], '--', color=\"0.5\", linewidth=1)\n", "ax.plot([x_t, x_t], ylim, '--', color=\"0.5\", linewidth=1)\n" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -575,7 +581,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.9.12" } }, "nbformat": 4, diff --git a/examples/short_term_extremes_example.ipynb b/examples/short_term_extremes_example.ipynb index 142771158..05cf9f8dc 100644 --- a/examples/short_term_extremes_example.ipynb +++ b/examples/short_term_extremes_example.ipynb @@ -86,10 +86,10 @@ "T_min = 1 # s\n", "Tp = 8 # s\n", "Hs = 1.5 # m\n", - "f0 = 1/t_st\n", + "df = 1/t_st\n", "f_max = 1/T_min\n", - "Nf = int(f_max/f0)\n", - "f = np.linspace(f0, f_max, Nf)\n", + "Nf = int(f_max/df) + 1\n", + "f = np.linspace(0.0, f_max, Nf)\n", "S = jonswap_spectrum(f, Tp, Hs)\n", "\n", "# time in seconds\n", @@ -115,7 +115,7 @@ "outputs": [ { "data": { - "image/png": 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", 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\n", 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", 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\n", "text/plain": [ "
" ] @@ -181,8 +181,8 @@ { "data": { "text/plain": [ - "array([1.54604643, 1.467073 , 1.57427583, 1.45417816, 1.44266541,\n", - " 1.35937156, 1.33657588, 1.41939984, 1.53371198, 1.41075921])" + "array([1.81126931, 1.43041882, 1.50434475, 1.46276312, 1.47183352,\n", + " 1.58396647, 1.56389196, 1.53814023, 1.61171294, 1.405383 ])" ] }, "execution_count": 5, @@ -210,7 +210,7 @@ "outputs": [ { "data": { - "image/png": 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bcbpvyLTOZE/brRmLJYWzem2U50sY6iCrrUea8NzWY7aOHtczQZ6eKbaHpxUP86lsD2GCv93K6GLfm7H3DwU/27C/865u7sZbB7SbR/0NWjTL3/edtHR68hc+qcZnYWqalkDhR6QMCAPc60+E6gMDX1IjzLg4+375AnUw++sbcGIVX43R31lDR69lNwDtPWea+0LJBLNq1Ti9+i1eAChC/sQCkkBhAt8/hiEXmz6oqad/CHtqWnG0sWvU2IWdVS04UN8RUg632t1rk8aU3Vp3SlrV4Q8r1PPPrfTq7sALKlWc6tJ83mhQMWNdB6Of6ovba/CXT81pkvrl+0f8PveaRtNQIOFeNc6XlVOfRxMJFEHQ+4X9sKIRr+2pG91GGkLyyj/2n8AHhxrxZmk93jowOkOkslH7QmcFf9M2d2s0hWllKj3x1mHVTkpPn46ezkej9M4uGiy1pSyD9cIn1ag3MM4BAE4YfJ2v0etun/kshoKs0hr5FP31RejpW9L6bhhNWTb6l/j0e0dUv79OJ4EiCP46ME/5BATPoKeegSHsONbi9wLo7YTXXP1qd6G9Pl9UtQFnoVxInbLqWqA23Q8rzGsie+rdiqCnlA6WWW3URxu1a6h2DcQCgp852cilOZRmwo1+spZqWrpRWtNm6JihNCkFO5uBE0ig0OA7cMh3amAPrY69ncqCNVpNEO09AyMma9MzT86zW46aOsI6UuyqMm/VPObgMlrstLOqBQ2do4NBUxCL99itqqkbm/ad0GzS9NC7wl44VlFU4+/GzzegVTaEv6ZvBQkUGqxafId55LE9a0IEK5TceasGq72y87gpOf1qqaGVTfZ96YwMhDJ7rInajUqgu9NwrDQYDLMGXXpo1diauvotzTpSE61jIyNnhrUI4mnP9TfqGgBe2jE6/dbbHqVKfLK9F9uONptWNo8dx5pVJ3MLVV1bD7aHWN627n7VgYjhyswyi9lrJeytaUNCnDPv7Y41nUZ6cjxaTltTwzF6AX5uq7GbMDGSBAoLeNI13z/UqPrFPtLQqbqCmDdP1bumpVv3nWkwWU+B5tG3k9kXWC3tPQMRNap557HWEYvlhDL3lFFqWW1veGU+XVCUFdLxzawFWJHmHu7mvo4eexYr8iaBwmSVATodAfVlJkMVjjWq9Qql+r3ug0rkZ5q/5q8/H1Y02ZKy60R6a65mjT2ob1MPcs9+ODpTzEljXl74pDqs77e72v4UXmfWYyPIC59UjXjsO112uNpIQ51SwkmMTl0eTmZPo+0En1TqCxSBxj58pDPw+vuuhLtfwUyhTF3ujxU3lsGSQBEiJ3yIAOBiWDLT7Md+FmjREkUxy6/N+41P1R7pjrd0W9Zp62/izUjpJA42VThSSNNTlDA6hXUgRub0iaQ2/0jjYg5rH064nY6gqXPGEqlRGGTVhTkajIUahbDGG36mA2nrlpsPO0mgMOgdjYVW1LR292P7Ufs7pYQwQygTAYrIY2ugIKKriOgQER0hogdUnr+DiBqJqFT59zU7yqmmtXtA13oBHq/sDDwxnRCRwo60XGEf2/ooiCgWwNMALgdQC2AnEW1k5gM+u/6Rme8NewF1CCYlNZqykoQQY4udNYpzARxh5qPM3A/gZQA32FgeIYQQKjRrFEQ0QccxXMzcZuC98wAc93pcC+A8lf1uJqKVAA4DWMvMx1X2ARGtAbAGAKZNm2agOMH7R9nYTZHUIllPQkSXQE1P9co/rSzmWABWXZn/AuAlZu4jorsBPA/gErUdmXk9gPUAUFxcHJZ2HmmnFUKMBYECRTkzL9XagYj2GnzvOgBTvR7nK9uGMbP3UNFfA/hvg+8lhBDCoEB9FCt0HEPPPmp2AigiokIiSgDwBQAbvXcgohyvh6sBlBt8LyGEEAZp1iiYebhthYgy4a4BxHk9v8d7n2Aw8yAR3QtgM9zNV88x834iegjALmbeCODbRLQawCCAFgB3GHkvIYQQxulKjyWi/wf3RboSZ1YBZPjpL9CLmTcB2OSz7cdePz8I4MFQ3kMIIURo9I6j+DyAmUoaqxBCiDFE7ziKMgAZFpZDCCGEQ+mtUTwMYC8RlQEYXt6JmVdbUiohhBCOoTdQPA/gUQD7AETuqiJCCCGCpjdQdDPzU5aWRAghhCPpDRQfEtHDcI9z8G562mNJqYQQQjiG3kDhGZ293GtbyOmxQgghnE9XoGDmi60uiBBCCGfSTI8lousCHUDPPkIIISJXoBrFY0RUB+3ZY38G4K/mFUkIIYSTBAoUpwD8T4B9KkwqixBCCAcKNCngqjCVQwghhEPZuRSqEEKICCCBQgghhCYJFEIIITTpHXAHIjofQAFGLlz0OwvKJIQQwkH0Llz0AoCZAEoBDCmbGYAECiGEiHJ6axTFAOYzMwfcUwghRFQJZuGiKVYWRAghhDPprVFkAThARDsgCxcJIcSYojdQ/MTKQgghhHAuvbPHfkBEkwGco2zawcwN1hVLCCGEU+jqoyCizwPYAeBWAJ8HsJ2IbrGyYEIIIZxBb2f2DwGcw8y3M/NXAJwL4EehvjkRXUVEh4joCBE9oPJ8IhH9UXl+OxEVhPqeQgghgqM3UMT4NDU1B/FaVUQUC+BpAFcDmA/gi0Q032e3uwC0MvMsAE8AeDSU9xRCCBE8vRf7fxDRZiK6g4juAPA3AJtCfO9zARxh5qPM3A/gZQA3+OxzA4DnlZ9fBXApEWmtjSGEEMJkejuz7yeimwGUKJvWM/PrIb53HoDjXo9rAZznbx9mHiSidgATATT5HoyI1gBYAwDTpk0LsWhCCCE8dM/1xMx/BvBnC8sSEmZeD2A9ABQXF8sIciGEMEmgNbM/Uv7vJKIOr3+dRNQR4nvXAZjq9Thf2aa6DxHFAUiHu39ECCFEmGgGCma+QPk/jZnHe/1LY+bxIb73TgBFRFRIRAkAvgBgo88+GwHcrvx8C4B3Zb4pIYQIL73jKF7Qsy0YzDwI4F4AmwGUA3iFmfcT0UNE5Jka5DcAJhLREQDfBTAqhVYIIYS19PZRLPB+oDQDnR3qmzPzJvhkTzHzj71+7oV7kJ8QQgibBOqjeJCIOgEs9u6fAHAKwJthKaEQQghbBeqjeJiZ0wA85tM/MZGZHwxTGYUQQthI7ziKB4koE0ARgCSv7VusKpgQQghn0LsU6tcA3Ad3CmspgOUAPgFwiWUlE0II4Qh6p/C4D+4pxquZ+WIASwG0WVUoIYQQzqE3UPQqGUggokRmPghgjnXFEkII4RR602NriSgDwBsA3iKiVgDVVhVKCCGEc+jtzP6c8uNPiOg9uKfS+IdlpRJCCOEYejuznwLwMjN/zMwfWFwmIYQQDqK3j2I3gP9DRJVE9DgRFVtZKCGEEM6hK1Aw8/PMfA3cmU+HADxKRBWWlkwIIYQjBLuc6SwAcwFMB3DQ/OIIIYRwGr2zx/63UoN4CMA+AMXMfL2lJRNCCOEIetNjKwGsYOZRS5AKIYSIbnqbnp4FcBUR/RgAiGgaEZ1rXbGEEEI4hd5A8TSAFQC+qDzuVLYJIYSIcnqbns5j5mVEtBcAmLlVWb5UCCFElNNboxggolgADABElA3AZVmphBBCOIbeQPEUgNcBTCKi/wLwEYCfWVYqIYQQjqF3rqcXiWg3gEsBEIAbmbnc0pIJIYRwBM1AQUQTvB42AHjJ+zlmbrGqYEIIIZwhUI1iN9z9EuS1zfOYAcywqFxCCCEcQjNQMHOhFW+q1FT+CKAAQBWAzzNzq8p+Q3CPBAeAGmZebUV5hBBC+Kd3Cg8ioi8R0Y+Ux6EOuHsAwDvMXATgHeWxmh5mXqL8kyAhhBA20Jv19Eu4B9z9q/I41AF3NwB4Xvn5eQA3hnAsIYQQFtIbKM5j5nsA9ALuAXcAQhlwN5mZTyg/nwQw2c9+SUS0i4i2EdGNIbyfEEIIgywbcEdEbxNRmcq/G7z3Y2b2HFfFdGYuhrsm8yQRzdR4vzVKUNnV2Nio87RCc+8ls3TvW5CVYmFJhBDCOnqn8PAdcHcLgP+j9QJmvszfc0R0iohymPkEEeXAnXqrdow65f+jRPQ+gKVwz2Srtu96AOsBoLi42F/gMVV8rP7lPNIS4y0siRBCWEfvCncvAvg+gIcBnIB7wN2fQnjfjQBuV36+HcCbvjsQUSYRJSo/ZwEoAXAghPcUQghhgN4aBZj5IMxb1e4RAK8Q0V0AqgF8HgCUtbi/zsxfAzAPwDNE5II7oD3CzI4JFLMmpdpdhKiVnZaIqxZOwQufVNtdFCEEgggUZmLmZrinA/HdvgvA15SfPwawKMxFC1peRjLq2nrsLoYQjhEXQxh0haX1V4RJsGtmCx9XL5pidxEsdfdFMvh+rEhLsuW+UUQACRQWyMtIHrVt+sTgsp6+tHy6WcUJSUrC6IvHytnZfve/fL6/TOfgJMfHmnIcoZ/aZy0EIIHCMFJmv0pSuaClqtyZFU1OC+r42WmJhsqlV37m6GCm19nTM/0+tzAv3fBxvY1LNO+i9fWLzmRVr5rjP8iNdUSB99FDb6OTfBaRQwJFiOJjY7A4X9/FMSHOOb/uGLOuCg4Q6FySE6R24kTen9udF1gyrZztJoyLjoVAnXPligCXzVNvVslVaWoS4RNM23ph1jgAYztr7ZpFOSEfw+ybnoQgxiRFkqR4a86raHJ4/36j89OxiHdz0LmFZ5bqmDphZP+Dv/tb9yD00F2xQD1gzbTo4nfejAmBd9LBCXf2aUnxWHv5bEyyuGkvEgXz5znR605ZZh2wXlwMaT62mgQKgyalJdn23jnp6jWYWIuak86fmWXKcf71vGm69gtnq9i8nPHhe7Modf3i3BGPC5RaWzg4qTnX17yc8SC/t43B8e3jNOmeUzfn/pYjmL/PkDSugBcWZeG6xSObBG5alqe6rxXtnpPGW3+HPT7JidOYSL6/h94AneqTaBAXGzMiTfyK+ZNVkzzGmoQ4c4LE9WflwO6/UwkUFjBSKywumDDqrmH6xPDdmc3Kdnab/b2XzIq4Dvil0zLsLkLQ0pMDB/NL5k0atW1q5pnmp7gYAodwYdNKv44kJbPMqYnPmjQ6YzLcXwUJFBZIU+6c9WZDeSvIShnVJ1AYhqo8Q3/TkB2CmYBRj3m54zEuMRYLcs1J51Xje+cdCRJ1dL6qNXuEer8b4/W2WunXWjJTnFVjTYyzrlblr+nJqgAigSIIcbHBfQpGLhSfW5o/ok9g7eWzceNS9SYoLSkGOo6TLPzDtorRcRvjk+KxZuVMpBu4uPjLflMzIzt8tUK9rL4bDSZoLMh19xElxsVi2fRMfE75Ww93Z63z2fv7kEARhPiYyPh1lczKwldWFAT1mmD/DK9cEP6pS/JUBgnqaSoxW9HkVNx3aVHA/WZPScOqOaObaWJtuggGSgnW21SmFmh8N+ntxL1iwRSsvXw2AOCi2dnDHeGT081JFjFywxRIhi01F+mjcKRFeenDdzfBiCEabioyM/vj1uJ8zefjvWo76cnxQaeiLp2WGVS7cuY4/1+W8RZdvK8/KwfnFZqTqmtUQVYKkuJjEeNzsf+3laPnxPLXeb/IQJNkOMzI0tdPVaij7yyUPgrAvPtnM0f4e9xaPNXQ6/zVfnNMCopWkkDhx8VzJxm60N93WRFyM5Kx9vLZmDxe3x/AtYsDD4DKz9TOVf/ahcFN3uf7NU6IizEtle+uCwotGdORGBeLLJXxD6E0pXia2/S0zQPAlPGjazWFWeMioj/CMzBUqxZ2XuHEgMeJiaFRNUrvvycrkg7OKTB2gzBrUqqhGz4tRj9rf/Og3Vo8FZfMHV3zVBPsnHFmkUDhh2rzgEUtBrODnAcKAFYvyR2RTpsUHzt8AdA7od4an7vg8cnmXez8/apu8+owT02Mw7+c4//uLBwX34S4GHzrkllYMSPwBRJQv1NWG+ms9ybBn2BrZfNzA48HWTYtA18tKdAcbDh1gr5ZBjI1UrQDNa154kgwCQoXFBnPIAqlZm9102Z+ZrJtTZHBkEARwD0XzzrTzmmwNj13SvCBIJCZ2amj0mlXzJyIG5bkYprOuw7farnWOA+zTBqfNFzbWDk7WzWo+TbZaH1Zg00wUD+Gsa/BxNQEzMsZH9Kgr0AX+EVezRXTJqTovvNUQ0TISLF27qFxiYFvUs4rnIiL5mRrfi/0ftUuDDKA3HlBYVA3ZmoTfNrJrgxxCRQBJMTFGL6QAO6spauVO85QZmz1JzfjzJ1rbAxhhs7xEFb/ven5ovv7tfpOUXLz2aP7Z2Zkj0PJrCyclZ8RfOFUGAmSX1lRgKsWqnfq601p9tdM48n68W5yufnsfJw1NWPEfkabZPT6akmB6XfVi/PTsWxa5qh+HiP81To9fVm+ndmJcTGa45w8TWpGsq70fOZGUuadQAJFGHkuRvNyxhsas3DzsvxRo7VvXpY/YhptvZw8HtmTf37FgsmYkp6ENJWLQWwM4dzCCY6tti/XOT/WTD/pszcuycPyGRMDNgdqJRXoFR+gVqZn0kvPpH5zp7hrSPP9TI3ypeXTdXUw6/1U/Y0AXzw1A1cvmjKiRjZ8bI2Dh5IlVTIrCzcsydXc59J5k4ezvAB31lckcFa9aoyYNSnVUBu2WpNSXGwMnDj8wYzL9/SJ40wfnW60XMtnTMS2o83630dHDWVB7ni/NcD0lHismBm438R34FWoy5CqpYBfNm8Szp6eid9vG7mG+fVn5QwPLk2Ii8E3L545HDAump2NvTVtI/ZPS4oLep2VJdMyNOcwy81IxgVFWfioomnEdsKZoBWqlIRYpCTEoqmr3+8+ifExyEiJD/r87EjvNkJqFDp47o6SEtR/XcGvxubk+3lzaJ3hOOWuLSE2+Ag3fWIK8jKTUaIyUeHNy7RTiK22LMCI4qxUd/+A5+8l1D4h3+nVr12cgy+vCG1lxJgYwtrLZ4+4gMXFxqheAGdNShtxw5MYFzt8TqGem+fvZ1Z2asApPWYanH4mKT4WeZnJAVdlvPuimfhygHFJ31w1y/TZA7QwwjseR2oUOiyfMQHnFGT67atwavOHlUI555WzszElPQlTJySjrXsgqNcmxsXi837y2M3M2jLiotnZ2FPd6vf5C4uykZWWiJPtPQBCz+r62oUzUFbXPvzYSPYc4E7PLD/REbAJKtqsmpM9PHvwWwdO2Vya4H370iK8ursWx1u6h7dZNaus1Ch0IKKQOrSdaOXs4LJFfNNYJ6Ul4bJ5kw1lYcTHxmBBbnpYsqzM4gmMoYwRmD4xBamJcZiZnYprFuWMWNMkGGZPNjgpLRGr5kyy7PO468Lwr17neyre42TCPUW3FXw/qTkWZFZ6kxrFGKVnPQ3vWoNah+ai/HRsrWxCT/+QqWUzysoLwNJpGegZGAo4Yd3MSak43Tc4antaUtyIZplgvtgXFmWNGHC5as4k1alB1KQnx6O9J7haG2BuLdmTQWTm9Ph3XzQDHT2jf88eKQmhXdrGJcahvWcAeTo68o0EwpWzs5CaqL9/YmJqIoBOpPl5zcLcdBw62Rl0OfSyJVAQ0a0AfgJgHoBzmXmXn/2uAvC/AGIB/JqZHwlbIS2wKC8dlQ1dIQ/GcqLlMyZG9fKi8bExuEjH9Nerz9LOejGiWCMFdqLS76F2QbvrwkIkxMbgV+9XjthORFizcgbWbzk6/NjXDUtysb++w5TO1pSEONy8LD+oNU+mZqagrrXH7zK3KQlxIQcDLRkp8bhxaR4ydJy/2lQtgcbWnD195Gca6B6neHom8jKS0dE7gH117WHv5bSrRlEG4CYAz/jbgYhiATwN4HIAtQB2EtFGZj4QniKarzBr3IjUuGhy1tR0S7+4RhmdXTZS5KQn464LC1VTiLUWigqUopqRkmDaegqAesaeluUzJmB+7njTsoJy0pNQ1dQdVNOh0RrQl5ZPH06znZczHnVtPbpfG0MEl0rVmIiQm5GMjpPatUOrplq35ZvNzOVAwMyIcwEcYeajyr4vA7gBgK2BYnF+esSktAnnDHCysj/GmSsHhoaITP2eXbsoF63d/X7v9GdOSkVlQ5fu4xVNTkXFKfX9vTPEFuaNx9vl+jvKF+WPx8zsVLy2p07X/pfPn4wdx1qQl5mMG5fmWbYWvJN7aPMAHPd6XKtss9Wl8yarNgUYuSBZNcuqP9MmhDah2Ko52brvshbomHtIzVdLCgy9zpcnFTVyusuFlRLiYoabfNVi9rWLcnD3Rfon1rxWZX4vNUZuELTGDnmC52SlGS89OR6Xz5+M2Bj3rNVWzJYLWFijIKK3AagNO/whM79pwfutAbAGAKZNC/9KbZfOm4xLg1jQBgC+eO5UdPb675AzW3ZaImq8UunUzJ2ShsnpSdhT3TpqwNfSaZlYOm1kZ+5VC6Zg29HmUYsezcxOxe3nF+D5j6uCKqORuYjOmpqBDw41IsVrniHP9BBOSXDhKEi1uW5xTtDT15vptvOm4cXtNZYcOzaGkJIQh3GJ7sSMQMkeZtcQ5+eMR31bD5YHmJwyJz0ZX14xHRNNTAzQw7JAwcyXhXiIOgDeOZn5yjZ/77cewHoAKC4ujohvpdUdckZ45qVaNk07u8ejIGucKetuxBAZng562bRM3eX1Z+6UNBw62YH6tt6QjhOK71xWhCffrrDt/QPxnYQy3CaZlASiFbOz0xJx23nTkJVqTROOPwlxMaqzEKsJd9kAZzc97QRQRESFRJQA4AsANtpcJmGR9OS4oDs81ZxXOAEXG5hhNSk+Fv9yjr1rhkfSuBIn8fQ7mJVNOGl8kikTFkYTu9JjPwfg5wCyAfyNiEqZ+UoiyoU7DfYaZh4konsBbIY7PfY5Zt5vR3mjRcHEccjPTEacA5d0NasKeL6SqbO/vj3AniJapCbG4YvnTsPE1AQctHAswW3Lp42YhPDrF81UzVDydcf5BWFtYraCXVlPrwN4XWV7PYBrvB5vArApjEWLWl84dypy0s2f5typ5uWMR0NHo988fBGZLpqTjerm06O2TwnDcqK+/RZ6+2syxyVoLvQUCeRbNEZYsTylky2dmoEl+RnShBBlzOiPigRfXjEdL3xSHXjHMJFAIaISEdm2Gpg3z1QYdo51WDUnO+KbPsaarNREFBdkYopDZnGQQCGEhVIT43Dt4hxMzfTfUR8XQ5ZmFPmmNDvVwMAAamtr0dtrPPNs5aQhuJhRXl7ud5/JriFMmOjCQPNxlLc5r7/OIwvAYAtQ3mLucZOSkpCfn4/4eP03LxIoVNxmYPU5YYynSSyUdaedLtD039+6tChMJXG22tpapKWloaCgwNIMsPaefvQOuDA+Kd7WcSF2YGY0NzejtrYWhYX6JzOUQKHCrHxtEdj45DisnJ1le46+lnD279xydj76Bl1hez8n6e3ttTxIAHDOKEwbEBEmTpyIxsbGoF4ngULYiohGzaRp7fsFt/+ivHRD4zKMmhriNCtOcvdFMxDsqqwylsR6Rn7HEijEmGB01t6YmLG5gqEZnDbrgDAuehuGhQhBOGsRwhna2trwy1/+EgBQX1+PW265xeYSjbZx40Y88kj4l+WRQOEjZYx1bgkh3LwDRW5uLl599VWbSzTS4OAgVq9ejQceeCDs7y11Qy/3XjJLpqUWwgHeP9SAxs4+U4+ZrawN7s8DDzyAyspKLFmyBEVFRSgvL0dZWRk2bNiAN954A6dPn0ZFRQW+973vob+/Hy+88AISExOxadMmTJgwAZWVlbjnnnvQ2NiIlJQUPPvss5g7d+6I9xgaGsJdd92FXbt2gYhw5513Yu3atX5fe8cddyApKQl79+5FSUkJFi9ejF27duEXv/gFGhsb8fWvfx01Ne4ZdZ988kmUlJTggw8+wH333QfA3R+xZcsWpKWFliwigcJLfKxUsIQYqx555BGUlZWhtLQUVVVVuO6664afKysrw969e9Hb24tZs2bh0Ucfxd69e7F27Vr87ne/w3e+8x2sWbMG69atQ1FREbZv345vfvObePfdd0e8R2lpKerq6lBWVgbAXYsBoPna2tpafPzxx4iNjcWGDRuGj3Xfffdh7dq1uOCCC1BTU4Mrr7wS5eXlePzxx/H000+jpKQEXV1dSEoKPYtTAkUUW3v5bPxhew1Oddg3dXakmprpnheraJJz03ajmdadf6ji42LQO+hCXBBJChdffDHS0tKQlpaG9PR0XH/99QCARYsW4bPPPkNXVxc+/vhj3HrrrcOv6esbXSOaMWMGjh49im9961u49tprccUVVwR87a233orY2NFN4m+//TYOHDiz4GdHRwe6urpQUlKC7373u7jttttw0003IT8/X/d5+iOBQggVE1MTo3Z987EuOT4WCbExiAuiBSEx8cwaEDExMcOPY2JiMDg4CJfLhYyMDJSWlo543dDQEM4++2wAwOrVq/HQQw/h008/xebNm7Fu3Tq88sorePLJJ1Vf6zFunPp6Ly6XC9u2bRtVY3jggQdw7bXXYtOmTSgpKcHmzZtHNYEFS9pahBBjChGpBom0tDR0dhqbpnz8+PEoLCzEn/70JwDuEdCffvopYmNjUVpaitLSUjz00ENoamqCy+XCzTffjJ/+9KfYs2eP39cGcsUVV+DnP//58GNPoKmsrMSiRYvwgx/8AOeccw4OHjxo6Jy8SaCIchxgGOqcKdY1rUTi8IPMFPsm7zNTdlrgVdC811YQwMSJE1FSUoKFCxfi/vvvD/r1L774In7zm9/grLPOwoIFC/Dmm6NXfK6rq8OqVauwZMkSfOlLX8LDDz+s+7W+nnrqKezatQuLFy/G/PnzsW7dOgDuTu2FCxdi8eLFiI+Px9VXXx30ufiiaFjL11dxcTHv2rXL7mI4wovbq9HQ0Yd/PW+aaSuA6cXM2FPThi2H3dMFREJTTv+gC0Mujug5gFzKcOhAU6z3D7rAYCTGOeNcy8vLMW/ePLuLMSao/a6JaDczF6vtL30UwjLu6Tky0dzVh44ImeY6GiYn1LsGRzScqwgPCRTCclcsmGJ3EYQQIZBbCiGEEJokUAghhNAkgSLKkUxKIoQIkQQKIYQQmqQzO8oFGkchRKR6Y28dHtt8CPVtPcjNSMb9V87BjUvz7C7WCBs3bsSBAwdsmfHVTLYECiK6FcBPAMwDcC4zqw56IKIqAJ0AhgAM+svxFUKMLW/srcODr+1Dz8AQAKCurQcPvrYPABwVLFavXo3Vq1fbXYyQ2dX0VAbgJgBbdOx7MTMvkSAhhPB4bPOh4SDh0TMwhMc2HzJ8zKqqquGpvWfPno3bbrsNb7/9NkpKSlBUVIQdO3Zgx44dWLFiBZYuXYrzzz8fhw653++JJ57AnXfeCQDYt28fFi5ciO7ubmzYsAH33nsvAOCOO+7AN77xDSxfvhwzZszA+++/jzvvvBPz5s3DHXfcMVyO1NTU4Z9fffXV4ef0vt4KtgQKZi5nZuOfqBBiTKtv6wlqu15HjhzBv//7v+PgwYM4ePAg/vCHP+Cjjz7C448/jp/97GeYO3cuPvzwQ+zduxcPPfQQ/uM//gOAe8rvI0eO4PXXX8dXv/pVPPPMM0hJGb3+eWtrKz755BM88cQTWL16NdauXYv9+/dj3759ficFNPP1Rjm9j4IB/JOIGMAzzLze345EtAbAGgCYNm1amIonhLBDbkYy6lSCQm5GckjHLSwsxKJFiwAACxYswKWXXgoiwqJFi1BVVYX29nbcfvvtqKioABFhYGAAgHsW2Q0bNmDx4sW4++67UVJSonr866+/fvh4kydPHvFeVVVVWLJkiWb5Qn29UZbVKIjobSIqU/l3QxCHuYCZlwG4GsA9RLTS347MvJ6Zi5m5ODs7O+TyCyGc6/4r5yDZZ1LD5PhY3H/lnJCOG2g68R/96Ee4+OKLUVZWhr/85S/o7T2z1ktFRQVSU1NRX18f8Pjex/Y+PuCe+sbD+/h6X28FywIFM1/GzAtV/gWeFvHMMeqU/xsAvA7gXKvKK4SIHDcuzcPDNy1CXkYyCEBeRjIevmmR5R3Z7e3tyMtzv4f3anPt7e349re/jS1btqC5uTmk9bYnT56M8vJyuFwuvP7666EW2RSObXoionEAYpi5U/n5CgAP2VysiBMf474XkGF3ItrcuDQv7BlO3//+93H77bfjpz/9Ka699trh7WvXrsU999yD2bNn4ze/+Q0uvvhirFzptwFE0yOPPILrrrsO2dnZKC4uRldXl1nFN8yWacaJ6HMAfg4gG0AbgFJmvpKIcgH8mpmvIaIZcNciAHdA+wMz/5ee48s042d09g5gX107VsyYOKJKK4TTyDTj4RMR04wz8+s4EwS8t9cDuEb5+SiAs8JctKiTlhSP82dm2V0MIUQEkyk8hBBCaJJAIYRwjGhccdNpjPyOJVAIIRwhKSkJzc3NEiwsxMxobm5GUlJwyyI7NutJCDG25Ofno7a2Fo2NjXYXJaolJSUhPz8/qNdIoBBCOEJ8fDwKCwvtLoZQIU1PQgghNEmgEEIIoUkChRBCCE22jMy2GhE1Aqg2+PIsAE0mFsdpov38gOg/Rzm/yOfEc5zOzKozqkZloAgFEe2K5kWSov38gOg/Rzm/yBdp5yhNT0IIITRJoBBCCKFJAsVoflfRixLRfn5A9J+jnF/ki6hzlD4KIYQQmqRGIYQQQpMECiGEEJokUCiI6CoiOkRER4joAbvLoxcRTSWi94joABHtJ6L7lO0TiOgtIqpQ/s9UthMRPaWc52dEtMzrWLcr+1cQ0e12nZMaIoolor1E9FflcSERbVfO449ElKBsT1QeH1GeL/A6xoPK9kNEdKVNp6KKiDKI6FUiOkhE5US0Ipo+QyJaq/x9lhHRS0SUFOmfIRE9R0QNRFTmtc20z4yIziaifcprniI7l6hk5jH/D0AsgEoAMwAkAPgUwHy7y6Wz7DkAlik/pwE4DGA+gP8G8ICy/QEAjyo/XwPg73Avo70cwHZl+wQAR5X/M5WfM+0+P6/z/C6APwD4q/L4FQBfUH5eB+Abys/fBLBO+fkLAP6o/Dxf+VwTARQqn3es3efldX7PA/ia8nMCgIxo+QwB5AE4BiDZ67O7I9I/QwArASwDUOa1zbTPDMAOZV9SXnu1bedq9x+RE/4BWAFgs9fjBwE8aHe5DJ7LmwAuB3AIQI6yLQfAIeXnZwB80Wv/Q8rzXwTwjNf2EfvZfE75AN4BcAmAvypfnCYAcb6fH4DNAFYoP8cp+5HvZ+q9n93/AKQrF1Ly2R4Vn6ESKI4rF8M45TO8Mho+QwAFPoHClM9Mee6g1/YR+4X7nzQ9uXn+kD1qlW0RRamiLwWwHcBkZj6hPHUSwGTlZ3/n6uTfwZMAvg/ApTyeCKCNmQeVx95lHT4P5fl2ZX8nn18hgEYAv1Wa135NROMQJZ8hM9cBeBxADYATcH8muxFdn6GHWZ9ZnvKz73ZbSKCIEkSUCuDPAL7DzB3ez7H7liQi86CJ6DoADcy82+6yWCgO7iaMXzHzUgCn4W62GBbhn2EmgBvgDoi5AMYBuMrWQoVBJH9mviRQuNUBmOr1OF/ZFhGIKB7uIPEiM7+mbD5FRDnK8zkAGpTt/s7Vqb+DEgCriagKwMtwNz/9L4AMIvIsvOVd1uHzUJ5PB9AM554f4L5brGXm7crjV+EOHNHyGV4G4BgzNzLzAIDX4P5co+kz9DDrM6tTfvbdbgsJFG47ARQpWRgJcHegbbS5TLoomRC/AVDOzP/j9dRGAJ4Mitvh7rvwbP+KkoWxHEC7UlXeDOAKIspU7gCvULbZipkfZOZ8Zi6A+3N5l5lvA/AegFuU3XzPz3Petyj7s7L9C0pGTSGAIrg7C23HzCcBHCeiOcqmSwEcQJR8hnA3OS0nohTl79VzflHzGXox5TNTnusgouXK7+wrXscKPzs7gpz0D+6shMNwZ1L80O7yBFHuC+Cu3n4GoFT5dw3cbbrvAKgA8DaACcr+BOBp5Tz3ASj2OtadAI4o/75q97mpnOsqnMl6mgH3ReIIgD8BSFS2JymPjyjPz/B6/Q+V8z4EGzNI/JzbEgC7lM/xDbgzYKLmMwTwfwEcBFAG4AW4M5ci+jME8BLcfS4DcNcK7zLzMwNQrPy+KgH8Aj7JDuH8J1N4CCGE0CRNT0IIITRJoBBCCKFJAoUQQghNEiiEEEJokkAhhBBCkwQKIYQQmiRQCBGAMgX4N70e5xLRqxa8z0+IqI6IHtLYZyYRlRJRl9nvL4Q/Mo5CiACUyRb/yswLLX6fnwDoYubHdezbxcypVpZHCA+pUQgR2CMAPHfyjxFRgWexGiK6g4jeUBapqSKie4nou8ossNuIaIKy30wi+gcR7SaiD4lobqA3JaKLlPcsVY6XZvF5CqEqLvAuQox5DwBYyMxLgOEahreFcE/vngT3NAw/YOalRPQE3HP0PAlgPYCvM3MFEZ0H4JdwT3Co5XsA7mHmrcrswL3mnI4QwZFAIUTo3mPmTgCdRNQO4C/K9n0AFisX+fMB/MlrNctEHcfdCuB/iOhFAK8xc22gFwhhBQkUQoSuz+tnl9djF9zfsRi4F+lZEsxBmfkRIvob3JM8biWiK5n5oAnlFSIo0kchRGCdcK9Hbgi7F5I6RkS3Au6p4YnorECvI6KZzLyPmR+Feyr8gP0aQlhBAoUQATBzM9x39GVE9JjBw9wG4C4i+hTAfrhXfAvkO8p7fgb3VNZ/N/jeQoRE0mOFcAhJjxVOJTUKIZyjC8AaPQPuAJwKW6nEmCc1CiGEEJqkRiGEEEKTBAohhBCaJFAIIYTQJIFCCCGEpv8PJTZJVrsi85cAAAAASUVORK5CYII=", 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\n", 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" ] @@ -247,7 +247,7 @@ "outputs": [ { "data": { - "image/png": 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", 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\n", 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" ] @@ -306,16 +306,16 @@ "output_type": "stream", "text": [ "GEV:\n", - " Expected value: 1.4539484564137006 m\n", - " 95% interval: (1.3049051355780483 m, 1.5837252119008833 m)\n", + " Expected value: 1.539435276400391 m\n", + " 95% interval: (1.397178248806071 m, 1.8535138419190376 m)\n", "Gumbel:\n", - " Expected value: 1.4562830217935439 m\n", - " 95% interval: (1.3303537374571037 m, 1.663587600246415 m)\n" + " Expected value: 1.5354835002879414 m\n", + " 95% interval: (1.3866737523156407 m, 1.7804538599277082 m)\n" ] }, { "data": { - "image/png": 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UG52A5oRjF1lNfJR66CVvqznVkCX4KAsSvEuKXGrkRdamhGMXWU1siNNLD3mr4GvIEnyUDerBj9aiaRKXUtlDVesRnTE1lXR66FWr4GvJEnyUef4oGpfk0Ao+WHg7TwlVcCuW4E3jS5Z76SVv67HWkCX4KBvowQ9f8MOv4PP4Fb5TsT58rYjI5SLyoojsFJFPjnHM+0XkBRHZLiLfmu0YY6lcIum5fgVvwyRrxv6rjLKgRePo8ATv9+CzlAAouRVarG85YyKSBO4GLgM6gadF5BFVfWHQMWcCnwIuVtVjInJSfaKNmWAeml5yVsHXkFXwUeaduNFp6Dh4v4LPVRO8jaSplZXATlXdpaoOsB64ctgxfwLcrarHAFT14CzHGE/BPDS9auPga8kSfJQFFfxYwySzQYvGEnzNnArsGfS4M9g32GuA14jIz0TkFyJy+WhvJCI3ishmEdl86NChkMKNkaCCd1MtJBJ2816tWIKPsqAH75AaNh+8f5E1q34F71iCn00p4EzgUmAt8HURmTf8IFVdp6odqtqxePHi2Y2wEQ1K8KZ2LMFH2Vg3OiUSkMqR9qotGhsLXyN7gdMGPV4a7BusE3hEVV1V/S3wa/yEb2YiSPBexhJ8LVmCjzLvRIIfUsEDpPNktB+wFk0NPQ2cKSIrRCQDfAB4ZNgx38ev3hGRRfgtm12zGGM8WYIPhSX4KKs4VCRFNpVEZFhfMt00UMFbi6Y2VLUM3AI8CuwAvquq20XkcyJyRXDYo8AREXkB2Ah8XFWP1CfiGHH6AEhkmuscSLzYeKQoq7iUJT2yegdI50lZi6bmVHUDsGHYvtsGbSvwZ8GXqZVqgs9ZBV9LVsFHmVfGG95/r0rlSVWKADYnvGl8bgGAZNYq+FqyBB9lFYeypEZP8Ok8yYrfg7c7WU3Dc3pxSJHL2nJ9tRRagheRnIg8JSLPBLd0/1VYnxVbFTeYpmD0Fk01wVsFbxqeU6BAzlZzqrEwK/gSsEZVfxc4F7hcRN4U4ufFT5DghyzXV5VuIlEOWjTWgzeNzi1Q0Kytx1pjof00g4tRvcHDdPBl0x5OheeOXK6vKp0nUbFhkiYevFIvfZqzqYJrLNQevIgkRWQbcBB4TFV/Ocoxdkv3WCrOyAW3q9L5QRW8JXjT2CqlPgpkLcHXWKgJXlUrqnou/h2BK0XkDaMcY7d0j6VS9i88jVHB41qCN/GgpV6KZG01pxqblVE0qtqFf1PIqBMzmTF4Lq4mhq7mVJXOI26RTCphPfhBrr/++oHt++67r36BmClRp89aNCEYN8GLyI8GbX9qKm8sIourkzCJSB5/ju1fTSPGuavi4GhqjBudmqBcJJsSu5N1kGeeeWZg+0tf+lIdIzFT4vRRxC6y1tpEFfzgnskfTfG9lwAbReRZ/Dk+HlPVH0zxPea2ShlnrBudgimD25Jla9EMMmJKB9MY3AJ9asMka22i/y6nPepFVZ8Fzpvu6w1+Be8lyY12kTUVJPhU2cbBD9LZ2clHP/pRVHVge5DTxnqdqa+E619ktdWcamuin+YZIvIIIIO2B6jqFaO/zNSE51LSJNmxLrICbUnX7mQd5M477xzY7ujoGP50YVaDMZOjSrJctFE0IZgowQ9erux/hBmIGUkrLo5mRq/gg2X7WpMuJdcuslZdd911Yz53/fXX26yPUVRxSGiZguZoslE0NTXuT1NVf1LdFpHFwT4brD5LtOzg0jb2MEmgJelyzHrwQ9x333186Utf4sUXXwTgrLPOGt6qMVESzCTpt2isgq+lcRO8+FesbgM+gn9BVkSkDPxvVf3cLMQ3p2nFv5N1rOmCAVoSZfbbMMkB9913H3fddRdf/OIXOf/881FVtm7dysc//nGABfWOz4xiIMHnbBRNjU00iuZW4C3Ahaq6QFXnAxcBF4vIraFHN9dVXFwdezZJgJakY8MkB/nqV7/Kww8/zOrVq2lvb2fevHmsWbOGhx56COCkesdnRhFMFdwvOTKjFTNm2ib6af4xsDZYexIAVd0FXANcG2ZgBtRzR67HWhUk+CZxbJjkIN3d3SxfvnzE/mCf/f4fRUEF7wUjw0ztTJTg06p6ePjOoA+fDickUyUVB3e09Vhh4CJrc8IS/GD5/LhJwn5QUVRN8Glb7KPWJmp4OdN8ztRCpRzMJjl+BW8tmhN27NjBG9/4xhH7/clNsdUkoiho0WhQtJjamSjB/66IdOOPg4cTNz4J9o8ldBK0aEYfB+//Y8jj2lw0gzzzzDMcOHCA004bek/Tnj17uOSSS16oU1hmPI4/q7hYBV9zEw2TtJ5lvaginosz1oIfKf//17yUrEUzyK233spf//Vfs2zZsiH7u7u7we5kjSYnuP8sYwm+1iYaJpkDPgy8GngW+KaqlmcjsDnPqyAoZU2OOw4+j7VoBjtw4ADnnHPOiP3BvsysB2QmFvTgk7mWOgcSPxNdZL0P6ACeA94J/M/QIzI+zwUYuwefSEIySw6r4Afr6uoa72kbgxdFrp/gJWsJvtYmOuHPVtVrVPVrwPuAS2YhJgNQqSb4MUbRAKTzZLVExVPKNh8N4M8/8/Wvf33E/m984xtgc9FEk9NHhQTZrF3Wq7WJLrK61Q1VLdtUrLMoSPDlsSp4gHQTmWAwU6nskUpagXrXXXfxnve8hwceeIALLrgAgM2bN+M4DsDLdQ3OjM4p+BONZW3kda1NdhQN+CNn8oNG1aiqtoUa3Vw2qEUzdgWfI6v+wttO2aM5O1vBRdfJJ5/Mz3/+czZu3Mjzzz8PwLve9S7WrFlDMM2GiRh1eimozSQZBhtFE1UVvzJ3x7qTFSDdRNorAbYu63CrV69m9erV9Q7DTIJX6gsW+7B5aGrNfqePqqBFU5EU6bFaL+k8mYEEb2PhTWOqBAtuWwVfe5bgoypI8CTG6Uum86QHtWiMaURa6qOPnK3mFAJL8FEV9OAlNc7Q7XQTqYq1aExjU6ePombJWwVfc5bgoyrowct4FXwqR9LzK3hr0ZhGpU5QwduC2zVnCT6qKv6Aj0RqnASfaSZV9od228LbtSEil4vIiyKyU0Q+Oc5x7xURFZERC7+aqRG3EPTgrUVTa5bgoypo0ZAcp0WTaSFZ9u8CLNmNTjMmIkngbuAdwNnAWhE5e5TjWoGPAb+c3QjjKeH2UdCs9eBDYAk+qoIWTTI9ToLPtpB0ewG1Cr42VgI7VXWXqjrAeoYuPF/134Hbgf7ZDC6ukuUifeSsBx8CS/BRFbRoZIIKXtQjh2M9+No4Fdgz6HFnsG+AiJwPnKaq/zTeG4nIjSKyWUQ2Hzpk69SPyauQ9EoUNWs9+BBYgo+qSVXwrQC00G/DJGeBiCSALwJ/PtGxqrpOVTtUtWPx4sXhB9eogpkk+2zB7VBYgo+qoAc/mQTfLEUbJlkbexk6Z/zSYF9VK/AGYJOI7AbeBDxiF1pnIEjwdqNTOCzBR1Vwo1NyvHHwGX961RYswdfI08CZIrJCRDLAB4BHqk+q6nFVXaSqy1V1OfAL4ApV3VyfcGMgWK6vJPmx79g20xbaT1REThORjSLygohsF5GPhfVZsRQk+FR6nGGS2WqCtxZNLQSL2dwCPArsAL6rqttF5HMickV9o4upYLm+SnrcxdLNNIXZ9CoDf66qW4NhZVtE5DFVtXUxJ8OrJvhx5sge0qKxi6y1oKobgA3D9t02xrGXzkZMsRYs16cpW64vDKFV8Kr6iqpuDbZ78CuiU8d/lRkwmQo+4yf49kS/tWhMYwpWc/KCReRNbc1K00tElgPnMcqNITacbHQajKLJZMf51TVo0bQnHRsHbxpTcJFVMpbgwxB6gheRFuAh4E9VtXv48zacbHRlfwUistlxVvEILrLOSxRxKtaiMQ0oaNFUz2VTW6EmeBFJ4yf3B1T1H8P8rLhxXX+WyExm4gTfmihZBW8aU9CiSWatBx+GMEfRCHAPsENVvxjW58RVOUjwufESfCIBmRZaxXrwpkEFLZpEzir4MIRZwV8M/DGwRkS2BV/vDPHzYqXsOriaJD/RMmZBgrdhkqYhBS2aTM568GEIbZikqj6Bvzi3mYaK6+CSIj/WeqxV2RZaHBsmaRqU20dRMzTnbMX4MNitYxFVKTuUSU48w162lWa7k9U0KK/US4EsLdlxhgObabMEH1EV18EhNXGCz7TQRNFaNKYhlfv7KGIzSYbFEnxEedUKfsIWTStNahW8aUyVUh99mqM1ZzNJhsESfERpZZIJPtNCXq0HbxqT198bVPCW4MNgCT6ivLJDSdMTT6GabSWvBavgTUNSx1+ur8USfCgswUeUlv1RNLkJE3wLWc968KYxqdtHH9aiCYsl+KiquLiTadHk2kmrg7q2PKhpPAm3YC2aEFmCj6qKQ5n0xIsg5OYBkC2PmObHmMhLuAVr0YTIEnxEScWhkpjESZ+fB0BTpSfcgIwJQbJcpECOVhsHHwpL8BElnktFJnHS59oBaPJ6qXgaclTG1JAqqUqRgo2DD40l+IgSz8FLTCbBzwegXfrsQqtpLOUSCSq4iRwpW481FPZTjaiE5+Ilxllwuypo0bRjCd40mGDB7UrKJhoLiyX4iPIT/GQq+HmAX8HbzU6moQRTBXuW4ENjCT6iklqG5OR78G3YzU6mwQQJHluuLzSW4CMq6bkwmRZNMoWbarYK3jSeYDUnTdtqTmGxBB9RKVx0MhU8UM60BwneKnjTQILFPhJZW80pLJbgIyqlZSQ1iQoeqGTaaMcSvGkwwUVWW481PJbgIyqFiyQnmeCz7bRJny28bRqL0wtAMmcJPiyW4CNIVUlrmUR6csuYedl2f5hkxRK8aSBBiyZtC26HxhJ8BJUcl6QoyUkmeHLz/B68axdZTeNw+/0KPtvcVudI4ssSfAT1FvzKJjXZBJ+fzzx6rQdvGkqp4E+Q12QJPjSW4COoUCwCU0jwzYvIi0MlqIiMaQROoRdPheZma9GExRJ8BFUTfDqbm9TxiZbFAEjhcGgxGVNrbn8vfeRob5rcYAIzdZbgI6gYtGgymclV8NUEnyhagp8pEblcRF4UkZ0i8slRnv8zEXlBRJ4VkcdFZFk94oyDcrAea3vepgoOiyX4CCqWplbBp9v8BJ8sHgktprlARJLA3cA7gLOBtSJy9rDD/g3oUNU3Ag8Cd8xulPHhlXopaJY2W64vNJbgI6i/vwRANju5Cj7VejIAmX5L8DO0EtipqrtU1QHWA1cOPkBVN6pqIXj4C2DpLMcYH46/HqtV8OGxBB9BpX6/gs9m85M6PtXqV/Dp0tHQYpojTgX2DHrcGewbyw3AD0d7QkRuFJHNIrL50KFDNQwxPsTpoZc8bZbgQxNagheRb4rIQRF5PqzPiKtSyV9AO5ubXIuGTDMFzZK1BD9rROQaoAO4c7TnVXWdqnaoasfixYtnN7gGkXT7KErTxOsOm2kL8yd7L3B5iO8fW/39foLPTbKCBzgmbeQcS/AztBc4bdDjpcG+IUTk94D/ClyhqqVZii12UuVenKRNFRym0BK8qv4UsIwzDW7JzxmJSU42BnBM5tHk2o97hp4GzhSRFSKSAT4APDL4ABE5D/gafnI/WIcYYyNTKVBO2Tw0Yar770bWqxzJdf0ePJOcbAzguLSTd7vCCWiOUNUycAvwKLAD+K6qbheRz4nIFcFhdwItwPdEZJuIPDLG25kJ5CoFKim7ySlMdR+fpKrrgHUAHR0dWudwIsF1HH9jkvPBA3Qn59Fa/m1IEc0dqroB2DBs322Dtn9v1oOKo0qZLCUqGUvwYap7BW9GKjt+D35KFXxyIa2VY+DZhGOmAQRTBUu2tc6BxJsl+AiqOEGLJjXJUTRAV3oxSTzoPRBSVMbUUKkHAMlZgg9TmMMkvw08CbxWRDpF5IawPituKsE82aQnn+C70yf5G8dHDPowJnJKheMAZJtsJskwhdaDV9W1Yb133HkDFfzkh0n2ZoME370XuLD2QRlTQ91dx1gMZFvm1TuUWLMWTQRpNcFPoYIv5pf4G937QojImNrq6+kCIN/SXt9AYs4SfMT0uxVS1XtnplDBk5tHP5mggjcm2vq6/Xs2Wtrm1zmSeKv7MEkzVHfRJYtLRdIkE5P//7cpm+IAC1lmCd40gP4+fzWn1rb5uK5LZ2fnwB3cZnS5XI6lS5eSTk9++LQl+Ig5XnTJ4eClciSn8Lp8JsVebwHLrEVjGoATXGSdN38hnZ2dtLa2snz5ckSkzpFFk6py5MgROjs7WbFixaRfZy2aiOkqumRx8JKT778DNGeSvKIL0K49Ex9sTJ25hWoFP4/+/n4WLlxoyX0cIsLChQun/FuOJfiIOV5wyYk7pQusAPlMkt3eyUjPPqgOszQmqorHKJJFgvmWLLlPbDo/I0vwEVNt0Uh6ChdYgaZMit9qMJLmmE1ZYKItUTpOr9hNTmGzBB8xXUGCT0wxwTdnkycS/JGdIURmTO2knG6KqWgl+AMHDvDBD36QM844gwsuuIBVq1bx8MMPs2nTJtrb2zn33HMHvv7lX/6F1atX8+ijjw55j7vuuoubbrqpTt/BSHaRNWIO95Y4WxySmamND86nk/xWT/EfWII3EZd1j+Pmo3MXq6py1VVXcd111/Gtb30LgJdeeolHHnmE+fPnc8kll/CDH/xgyGt27drF+vXr+f3f//2BfevXr+eOO6KzTK8l+Ig53FOiJVlG0pNbj7WqOZuiQA4nfxKZI7tCis6Ymat4Sr7Sg5c9Y8Rzf/X/tvPCvu6aft7Zr2rjM3/w+nGP+fGPf0wmk+HDH/7wwL5ly5bxkY98hE2bNo36mve97318+tOfxnEcMpkMu3fvZt++fVxyySW1DH9GrEUTMYd7SzQn3Knd5IR/kRWgr3W5VfAm0g73lmiXPqRpXr1DGbB9+3bOP//8MZ//13/91yEtmt/85jcsWLCAlStX8sMf+svyrl+/nve///2RumBsFXzEHOotkZ/GKJqmIMF3N5/B/H0/BFWI0IlmTNX+4/2cSR9O84IRz01Uac+Wm2++mSeeeIJMJsOdd945aosGYO3ataxfv54rr7yS9evXc88999Qh2rFZBR8xh3sccuJMuYJvzvj/Vx9qeR2UjsOx3SFEZ8zMHTjWTZOUyLYuqncoA17/+tezdevWgcd33303jz/+OBOtMnfllVfy+OOPs3XrVgqFAhdccEHYoU6JJfgIUVWO9JXIe0WY4kII1RbN/ubX+jte2Vbj6Iypja6j/lK2zfMW1jmSE9asWUN/fz9f/epXB/YVChPfT9LS0sLq1av50Ic+xNq10ZtA1xJ8hBwvurgVj0ylb8oJvtqi2ZtZAYk0vPJMGCEaM2NHDwcJvj06FbyI8P3vf5+f/OQnrFixgpUrV3Lddddx++23AyN78A8++ODAa9euXcszzzwTyQRvPfgI2d/d74+Bx4Ps1NaqzKWSiEBfOQEnnQX7toUTpDEz1HvkFQASLYvrHMlQS5YsYf369aM+d/z48TFfd9VVV6EazeWkrYKPkM6jRVoJ5oKfYgWfSAj5dJI+pwJLO6BzM1TcEKI0ZmZKXfv9jeaT6hvIHGAJPkL2dhVpkWqCn/pNIE2ZJAWnDGdcCk4P7N064WuMmU2qCn3BusEtJ9c3mDnAEnyEdB4rMD8ZLPYxjdXm23JpuvvLsPwSQGDXpprGZ8xMHewpMc87hicpyNtiH2GzBB8he44WWd5a8R9kptaDB2jLp+kuutC0AJb8Lvzm8RpHaMzMvLi/h0V04+YXwRQWtDHTYz/hCNl5qJdXt3n+g9zUWzTt+TTHi0Hf/ax3w55fQtfLNYzQmJnZvq+bxdJFqtX677PBEnxEOGWP3Yf7+J3moAffPPURBkMS/Dl/5P/53PdqFKExM/fCK92sSB0hOf/0eocyJ1iCj4jfHu6j7CmnZYKbK5qmPkZ4XtOgBD9/OZz+Zth6P1TKtQvUmBl4bs8xTuWAf35GzFjTBc/Uvffeyy233DKl1yxfvpzDhw/P+LMtwUfEM3u6AHhVugdy7RCsdDMV7UEP3vOCMblvvsWfsuD5B8d9nTGzYW9XkcLRfWTUiVyCr04X/Na3vpVdu3axZcsW1q9fT2dnZ71DmxG70Skint59lPlNadq949Nqz4Cf4D2FnlKZ9nwaXvMOOPkN8OPPw+veNa2ROcbUys92HmaZBEMk54+xcPQPPwn7n6vtB59yDrzjb8Y9ZLzpgu+99142b97Ml7/8ZQDe/e538xd/8RdceumltLS0cNNNN7FhwwaWLFnCF77wBT7xiU/w8ssvc9ddd3HFFVcAsGfPHi699FL27t3LNddcw2c+8xkA/uEf/oG//du/xXEcLrroIr7yla+QTCZr9q1bBR8Bnqc8sfMwFy5fgBzvhNYl03qftnwawB9JA/4ohXd9EY53woZP+DNMGlMnjz6/n5VN/l2sLH5NfYMZZqLpgsfS19fHmjVr2L59O62trXz605/mscce4+GHH+a2224bOO6pp57ioYce4tlnn+V73/semzdvZseOHXznO9/hZz/7Gdu2bSOZTPLAAw/U8tuyCj4Ktrx8jFeO9/OJ338N/OjX8IY/nNb7LG7xFwk52FPitAVN/s7TL4K3fhx+eoc/fPKyz0GidhWCMZOxt6vIpl8f4mOv2geFRdB+2ugHTlBpz5bB0wXffPPNYx6XyWS4/PLLATjnnHPIZrOk02nOOeccdu/ePXDcZZddxsKF/uRqf/iHf8gTTzxBKpViy5YtXHjhhQAUi0VOOqm2o4tCreBF5HIReVFEdorIJ8P8rEalqty9cSft+TRvXybQ3wULz5zWey2d708x3Hls2Cx4q/8SLvwTePLLcN8fQOeWGUYdXxOdsyKSFZHvBM//UkSW1yHMhqKqfGHDDlKivL5/KyxbFbm1CsabLjiVSuF53sBz/f39A9vpdHpggY9EIkE2mx3YLpdPDG4YvgiIiKCqXHfddWzbto1t27bx4osv8tnPfram31doCV5EksDdwDuAs4G1InJ2WJ/XiLoKDl/YsINNLx7iI2teTfNLG/0nTruIJ598kptuuombbrqJJ598knXr1nHRRRdx3nnncdFFF7Fu3bqBY97znvdw00030fniNsCvloYQgXf9D7jiy3DoV/CNNfCVN8Oj/xWee9Cft6Z7H7jFOd3GmeQ5ewNwTFVfDfwv4PbZjbJxqCp7jhb4y4ef45+efYW73vgyyd5X4Kwr6x3aCONNF7x8+XK2bduG53ns2bOHp556asrv/9hjj3H06FGKxSLf//73ufjii3nb297Ggw8+yMGD/uyaR48e5aWXXqrNNxQIs0WzEtipqrsARGQ9cCXwwlTe5FebHye/4WPA0MQj6LBdOui5YccFz8qQY4YlMh25f+zXjvW5w2Mc+vyI91W4EeWjLUlafpGCwhE4+Q08+VI/q9/2Nkolf9qCr3/961QqlSHv8dRTT5FKpYZUCX/3d3/H8mvv4I5/hoe37h3xuXA6Tckvc1luI2898gSvO/g1MgydkMxDKJGlX7J4JPEQFMEjEfwpqCTwkBE/iZnQGr3XvqXvZNWHpr3o8WTO2SuBzwbbDwJfFhHRaUwn+OTXbuZVB35C9RwZOH90tHOp+njYsQz+WwieUx11/+DXjf3+Yz934s+h7znWMarQhvIp4DPNQm5HH5x8Drz+KqKmOl3wrbfeyh133MHixYtpbm7m9ttv5+KLL2bFihWcffbZnHXWWdPq1a9cuZL3vve9dHZ2cs0119DR0QHA5z//ed7+9rfjeR7pdJq7776bZcuW1ez7CjPBnwrsGfS4E7ho+EEiciNwI8Dpp4+8+SHb1MaRphOL8w5JBCN+zRvruWHbMvS9JNiuHqVD3nbQMWO955ifNfTzhr9XPp3klPYcrc3BAtvZFrjoJjZ95X4cxxl4h+HJvWpwcgdwHIeO7D7a3/iWcaYvbeEFPsALfICkupzivMx89yDzy4fIe71ktJ+s10/GK1XTuf+nKonqY/X8KY1rpna/NSTbTpnJyydzzg4co6plETkOLASGDFqe6LwGkLZTOdLjn9sD5/Uo59Loz514Hgafm8P+lKHv4Z/rIAgqJ859/+nB/yXIwHkqDP8PWMZosQzbLwnacilOnZ8nl8tA80LouAGS6VFeW3/jTRc81sXP3t7ege3h7ZXqc9dffz3XX3/9qK+/+uqrufrqq0fsH9y/n4m6X2RV1XXAOoCOjo4R/9JXnH0hK85+ZNbjqqdLL72UTCYzUMEnk8lRk/zwCj6TyXDzB69k1aqpVBhvmmm4ZhQTndcAb1r7l7Mak5l7wkzwe4HBl8qXBvvMBFatWsXGjRu5//77Abj22mt57rnnuOeee3Ach0wmww033MA555zD/fffz/79+znllFO49tprWbVqVZ2jb2iTOWerx3SKSApoB47MTnjGTE2YCf5p4EwRWYH/j+IDwAdD/LxYWbVq1ZBkvWrVKm688cZRjzM1M5lz9hHgOuBJ4H3Aj6fTfzdDqeqIkSZmqOmcZqGNolHVMnAL8CiwA/iuqm4P6/OMmamxzlkR+ZyIXBEcdg+wUER2An8G2PDfGcrlchw5ciSyy95Fgapy5MgRcrnclF4Xag9eVTcAG8L8DGNqabRzVlVvG7TdD/zRbMcVZ0uXLqWzs5NDhw7VO5RIy+VyLF26dEqvqftFVmPM3JZOp1mxYoy5acyM2Fw0xhgTU5bgjTEmpizBG2NMTEmUrlyLyCFgtMkYFjHsTsEG0qixxzHuZao6vcn2Z2Cc8xri+XOOsjjGPeZ5HakEPxYR2ayqHfWOYzoaNXaLe3Y0WrxVFvfsmm7c1qIxxpiYsgRvjDEx1SgJfl29A5iBRo3d4p4djRZvlcU9u6YVd0P04I0xxkxdo1TwxhhjpsgSvDHGxFTkE3yjLtwtIt8UkYMi8ny9Y5ksETlNRDaKyAsisl1EPlbvmCZDRHIi8pSIPBPE/Vf1jmkyGvHcbsTzGubuuR3pHnywCPKvgcvwl097GlirqlNa17UeROStQC9wv6q+od7xTIaILAGWqOpWEWkFtgBXRf3nLf5E4s2q2isiaeAJ4GOq+os6hzamRj23G/G8hrl7bke9gh9YBFlVHaC6CHLkqepPgaP1jmMqVPUVVd0abPfgz4l+an2jmpj6qotjpoOv6FYuvoY8txvxvIa5e25HPcGPtghy5P9S4kBElgPnAb+scyiTIiJJEdkGHAQeU9Wox23ndp3MpXM76gne1IGItAAPAX+qqt31jmcyVLWiqufir6O6UkQapn1gZs9cO7ejnuBt4e5ZFvT5HgIeUNV/rHc8U6WqXcBG4PI6hzIRO7dn2Vw8t6Oe4AcWQRaRDP4iyI/UOabYCi7o3APsUNUv1jueyRKRxSIyL9jO41+4/FVdg5qYnduzaK6e25FO8I28cLeIfBt4EnitiHSKyA31jmkSLgb+GFgjItuCr3fWO6hJWAJsFJFn8RPnY6r6gzrHNK5GPbcb9LyGOXpuR3qYpDHGmOmLdAVvjDFm+izBG2NMTFmCN8aYmLIEb4wxMWUJ3hhjYsoSvDHGxJQl+BoTkd0isqjG7/mXwx7/vEbvuymYrvaKKbwmH4whdmr9fZpos3O78ViCbwxD/hGo6ptr+N7/UVUnfQelqhaDeTH21TAGM3fZuR0iS/DTJCLXBBPxbxORrwXze094jIh8WETuHHTM9SLy5WD7+yKyJZjY/8Zg398A1crigWBfb/CniMidIvK8iDwnIlcH+y8NKpgHReRXIvJAcKv2RN/TJhH5XyKyWUR2iMiFIvKPIvLvIvL5mvzgTOTZuR0jqmpfU/wCzgL+H5AOHn8FuDbY3g0sGusYYDH+PODV9/oh8JZge0HwZx54HlgYPO4d9vm9wZ/vBR4DksDJwMv4tzZfChzHn8AqgX9r+VtG+T42AR3DHt8ebH8Mv5JZAmTxp7NdOOjY3cCiev9d2Jed23Zuj/2VwkzH24ALgKeD4iGPP1fzhMeo6iER2SUibwL+HXgd8LPgNR8VkfcE26cBZwJHxonjLcC3VbUCHBCRnwAXAt3AU6raCSD+XNLL8VeDmUj1V9rngO2q+krwHruCmMaLxzQ+O7djxBL89Ahwn6p+aprHrAfejz8r3MOqqiJyKfB7wCpVLYjIJiA3gxhLg7YrTP7vuvo6b9h7eFN4D9O47NyOEevBT8/jwPtE5CQAEVkgIsumcMzD+MuzrcX/BwHQDhwL/gG8DnjToPdyxZ/Lerh/Ba4O+p+LgbcCT9Xg+zNzl53bMWIJfhrUX6j308CPxJ/G8zH8ft6kjlHVY/hTxC5T1epJ+89ASkR2AH8DDF5Udx3wbPVC1CAPA88CzwA/Bj6hqvtr9o2aOcfO7Xix6YLnsOBX5b9Q1c3TeO1u/ItYh2sdlzEzZee2zyr4ue0ocK9M42YQ/NXdvbACM2aG7NzGKnhjjIktq+CNMSamLMEbY0xMWYI3xpiYsgRvjDEx9f8BFYCCziD+nDMAAAAASUVORK5CYII=", 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\n", 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", 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\n", 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" ] @@ -429,7 +429,7 @@ "outputs": [ { "data": { - "image/png": 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", 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\n", 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" ] @@ -464,7 +464,7 @@ "outputs": [ { "data": { - "image/png": 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", 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\n", 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" ] @@ -536,16 +536,16 @@ "output_type": "stream", "text": [ "Weibull:\n", - " Expected value: 0.42994843847996356\n", - " 95% interval: (0.04643388017403304, 1.0964882950671226)\n", + " Expected value: 0.432117860160414\n", + " 95% interval: (0.049491142183630585, 1.082628438792499)\n", "Weibull tail fit:\n", - " Expected value: 0.4488922633713867\n", - " 95% interval: (0.07565935519410608, 0.9939086430385311)\n" + " Expected value: 0.454680472862646\n", + " 95% interval: (0.07903030828308284, 0.996322717077869)\n" ] }, { "data": { - "image/png": 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", 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\n", 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" ] @@ -594,7 +594,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Approximate number of peaks in a (3-hours) short-term period: 1851.0\n" + "Approximate number of peaks in a (3-hours) short-term period: 1890.0\n" ] } ], @@ -619,11 +619,20 @@ "execution_count": 18, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Weibull:\n", + " Expected value: 1.7601921134315115\n", + " 95% interval: (1.4992398047068443, 2.15626541816455)\n" + ] + }, { "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\hivanov\\AppData\\Local\\Continuum\\anaconda3\\envs\\MHKdev\\lib\\site-packages\\scipy\\stats\\_distn_infrastructure.py:2738: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n", + "C:\\Users\\akeeste\\Anaconda3\\envs\\mhkit\\lib\\site-packages\\scipy\\stats\\_distn_infrastructure.py:2772: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n", " vals = integrate.quad(fun, lb, ub, **kwds)[0] / invfac\n" ] }, @@ -631,20 +640,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "Weibull:\n", - " Expected value: 1.8015746515403694\n", - " 95% interval: (1.5274922894251206, 2.218869399911306)\n", "Weibull tail fit:\n", - " Expected value: 1.4882943596679838\n", - " 95% interval: (1.3020212588619686, 1.764801679403271)\n", + " Expected value: 1.4842011287385672\n", + " 95% interval: (1.3017751251192706, 1.7545869327774652)\n", "Peaks over threshold:\n", - " Expected value: 1.6890855491151695\n", - " 95% interval: (1.4147174341282949, 2.1125268120706844)\n" + " Expected value: 1.4833639178512597\n", + " 95% interval: (1.3018991084475404, 1.7360345031821043)\n" ] }, { "data": { - "image/png": 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", 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\n", 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" ] @@ -699,13 +705,6 @@ "source": [ "ste_wtf = extreme.short_term_extreme(time_1hr, timeseries_1hr, t_st, method='peaks_weibull')" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -713,7 +712,8 @@ "hash": "86b838398ea3043e858ca5cb30e94c5903c7b3039d84354953dbfa9ff6edead2" }, "kernelspec": { - "display_name": "Python 3.8.8 64-bit ('base': conda)", + "display_name": "Python 3 (ipykernel)", + "language": "python", "name": "python3" }, "language_info": { @@ -726,9 +726,8 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" - }, - "orig_nbformat": 4 + "version": "3.9.12" + } }, "nbformat": 4, "nbformat_minor": 2