Script update and data push

- Pushing datasets as md and json files (32 datasets)
- Update script to work from _dataset/json folder on any .json found
- Update import readme with WIN instructions

_datasets/afghanistan-asset-exposure.md

@@ -0,0 +1,93 @@
+---
+contact_point:
+  email: [email protected]
+  name: Pierre Chrzanowski
+creator:
+  name: GFDRR
+  url: https://www.gfdrr.org
+dataset_id: AFG_exp-asset
+description: 'Collection of exposure datasets for risk assessment purpose in Afghanistan.
+  Includes:
+
+  - Location, area and USD value of rainfed and irrigated agricultural crops.
+
+  - Total exposure value of buildings for different occupancy types: urban and rural
+  structures, residential, non-residential, and industrial area. Values expressed
+  as replacement cost (USD), area (m2), or number of elements (count).
+
+  - Location, count and USD value (when available) for the following infrastructures
+  in Afghanistan: airports, bridges, dams, health centers, hospitals, power plants,
+  roads, schools and universities.
+
+  - Population count and GDP value in USD for three macrosectors (Industry, Agriculture
+  and Services) in Afghanistan.'
+details: "To better understand natural hazard and disaster risk, the World Bank and\
+  \ Global Facility for Disaster Reduction and Recovery (GFDRR) supported the development\
+  \ of new \uFB02uvial \uFB02ood, \uFB02ash \uFB02ood, drought, landslide, avalanche\
+  \ and seismic risk information in Afghanistan, as well as a frst-order analysis\
+  \ of the costs and benefts of resilient reconstruction and risk reduction strategies.\
+  \ This publication describes the applied methods and main results of the project."
+exposure:
+  category: buildings; infrastructures; agriculture; population
+  dimension: content, structure
+  quantity_kind: area, count, currency
+  taxonomy: null
+hazard: null
+license: CC-BY-4.0
+loss: null
+project: Afghanistan Multi-hazard risk assessment
+publisher:
+  name: GFDRR
+  url: https://www.gfdrr.org
+purpose: These maps have been derived on a nation-wide scale for the purpose of identifying
+  high risk- areas on the district and provincial scale, from which decisions can
+  be made on allocating efforts for more detailed site specific hazard and risk analysis.
+  Use of this information on smaller scales should be applied with care. Importantly
+  for on a local scale, it is often the case that more detailed case history and hazard
+  information is required to perform such hazard and risk modelling, particularly
+  where applied to dimension mitigation structures or strategies.
+resources:
+- coordinate_system: EPSG:32642
+  description: 'Buildings exposure for different occupancy types and materials: urban
+    and rural structures, residential, non-residential, and industrial area. Values
+    expressed as replacement cost (USD), area (m2), or number of elements (count).'
+  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0050638/DR0065490/exp-afg-buildings.zip
+  format: geotiff
+  id: '0'
+  spatial_resolution: 90
+  title: Buildings
+- coordinate_system: EPSG:32642
+  description: Location, count and USD value (when available) for airports, bridges,
+    dams, health centers, hospitals, power plants, roads, schools and universities.
+  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0050638/DR0065491/exp-afg-infrastructures.zip
+  format: geotiff
+  id: '1'
+  spatial_resolution: 90
+  title: Infrastructures
+- coordinate_system: EPSG:32642
+  description: Location, area and USD value of rainfed and irrigated agricultural
+    crops.
+  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0050638/DR0065489/exp-afg-agriculture.zip
+  format: geotiff
+  id: '2'
+  spatial_resolution: 90
+  title: Agriculture
+- coordinate_system: EPSG:32642
+  description: Population count and GDP value in USD for three macrosectors (Industry,
+    Agriculture and Services).
+  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0050638/DR0065492/exp-afg-indicators.zip
+  format: geotiff
+  id: '3'
+  spatial_resolution: 90
+  title: Population and GDP
+risk_data_type:
+- exposure
+schema: rdl-02
+spatial:
+  countries:
+  - AFG
+  scale: national
+title: Afghanistan Asset exposure
+version: '2018'
+vulnerability: null
+---

_datasets/afghanistan-drought-hazard.md

@@ -0,0 +1,58 @@
+---
+contact_point:
+  email: [email protected]
+  name: Pierre Chrzanowski
+creator:
+  name: GFDRR
+  url: https://www.gfdrr.org
+dataset_id: AFG_hzd-drought
+description: Annual water availability per sub-catchment for baseline and projected
+  conditions (2050) according to seven return period scenarios.
+details: "To better understand natural hazard and disaster risk, the World Bank and\
+  \ Global Facility for Disaster Reduction and Recovery (GFDRR) supported the development\
+  \ of new \uFB02uvial \uFB02ood, \uFB02ash \uFB02ood, drought, landslide, avalanche\
+  \ and seismic risk information in Afghanistan, as well as a frst-order analysis\
+  \ of the costs and benefts of resilient reconstruction and risk reduction strategies.\
+  \ This publication describes the applied methods and main results of the project."
+exposure: null
+hazard:
+  calculation_method: inferred, simulated
+  disaster_identifiers: ''
+  hazard_analysis_type: probabilistic
+  hazard_type: drought
+  intensity: Water shortage (%)
+  occurrence_range: 10, 20, 100, 250, 500, 1000 years
+  processes: hydrological_drought
+license: CC-BY-4.0
+loss: null
+project: Afghanistan Multi-hazard risk assessment
+publisher:
+  name: GFDRR
+  url: https://www.gfdrr.org
+purpose: These maps have been derived on a nation-wide scale for the purpose of identifying
+  high risk- areas on the district and provincial scale, from which decisions can
+  be made on allocating efforts for more detailed site specific hazard and risk analysis.
+  Use of this information on smaller scales should be applied with care. Importantly
+  for on a local scale, it is often the case that more detailed case history and hazard
+  information is required to perform such hazard and risk modelling, particularly
+  where applied to dimension mitigation structures or strategies.
+resources:
+- coordinate_system: EPSG:32642
+  description: Water shortage is defined in terms of percentage deviation from the
+    baseline water demand due to rainfall deficit.
+  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0050633/DR0065474/hzd-afg-dr.zip
+  format: gpkg
+  id: '0'
+  spatial_resolution: null
+  title: Water shortage RP scenarios (historical baseline and 2050)
+risk_data_type:
+- hazard
+schema: rdl-02
+spatial:
+  countries:
+  - AFG
+  scale: national
+title: Afghanistan Drought hazard
+version: '2018'
+vulnerability: null
+---

_datasets/afghanistan-earthquake-hazard.md

@@ -0,0 +1,58 @@
+---
+contact_point:
+  email: [email protected]
+  name: Pierre Chrzanowski
+creator:
+  name: GFDRR
+  url: https://www.gfdrr.org
+dataset_id: AFG_hzd-earthquake
+description: Earthquake hazard map representing Peak ground acceleration (PGA-g) for
+  seven return period scenarios.
+details: "To better understand natural hazard and disaster risk, the World Bank and\
+  \ Global Facility for Disaster Reduction and Recovery (GFDRR) supported the development\
+  \ of new \uFB02uvial \uFB02ood, \uFB02ash \uFB02ood, drought, landslide, avalanche\
+  \ and seismic risk information in Afghanistan, as well as a frst-order analysis\
+  \ of the costs and benefts of resilient reconstruction and risk reduction strategies.\
+  \ This publication describes the applied methods and main results of the project."
+exposure: null
+hazard:
+  calculation_method: simulated
+  disaster_identifiers: ''
+  hazard_analysis_type: probabilistic
+  hazard_type: earthquake
+  intensity: PGA:g
+  occurrence_range: 10, 50, 100, 250, 500, 1000, 2.500 years
+  processes: ground_motion
+license: CC-BY-4.0
+loss: null
+project: Afghanistan Multi-hazard risk assessment
+publisher:
+  name: GFDRR
+  url: https://www.gfdrr.org
+purpose: These maps have been derived on a nation-wide scale for the purpose of identifying
+  high risk- areas on the district and provincial scale, from which decisions can
+  be made on allocating efforts for more detailed site specific hazard and risk analysis.
+  Use of this information on smaller scales should be applied with care. Importantly
+  for on a local scale, it is often the case that more detailed case history and hazard
+  information is required to perform such hazard and risk modelling, particularly
+  where applied to dimension mitigation structures or strategies.
+resources:
+- coordinate_system: EPSG:32642
+  description: Peak ground acceleration (PGA-g) simulated for seven return period
+    scenarios (10, 50, 100, 250, 500 , 1000 and 2500 years).
+  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0050631/DR0065467/hzd-afg-eq.zip
+  format: geotiff
+  id: '0'
+  spatial_resolution: null
+  title: Earthquake ground shaking hazard scenarios
+risk_data_type:
+- hazard
+schema: rdl-02
+spatial:
+  countries:
+  - AFG
+  scale: national
+title: Afghanistan Earthquake hazard
+version: '2018'
+vulnerability: null
+---

_datasets/afghanistan-flood-hazard.md

@@ -0,0 +1,84 @@
+---
+contact_point:
+  email: [email protected]
+  name: Pierre Chrzanowski
+creator:
+  name: GFDRR
+  url: https://www.gfdrr.org
+dataset_id: AFG_hzd-flood
+description: Fluvial flood hazard is calculated based on probabilistic hydrological
+  analysis models (precipitation into runoff) and hydrodynamic analysis (runoff into
+  river flow and inundation, and flow over floodplain areas).
+details: "To better understand natural hazard and disaster risk, the World Bank and\
+  \ Global Facility for Disaster Reduction and Recovery (GFDRR) supported the development\
+  \ of new \uFB02uvial \uFB02ood, \uFB02ash \uFB02ood, drought, landslide, avalanche\
+  \ and seismic risk information in Afghanistan, as well as a frst-order analysis\
+  \ of the costs and benefts of resilient reconstruction and risk reduction strategies.\
+  \ This publication describes the applied methods and main results of the project."
+exposure: null
+hazard:
+  calculation_method: simulated
+  disaster_identifiers: ''
+  hazard_analysis_type: empirical, probabilistic
+  hazard_type: flood
+  intensity: fl_wd:m
+  occurrence_range: 5, 10, 20, 50, 100, 250, 500, 1000 years, 5, 100, 1000 years
+  processes: fluvial_flood
+license: CC-BY-4.0
+loss: null
+project: Afghanistan Multi-hazard risk assessment
+publisher:
+  name: GFDRR
+  url: https://www.gfdrr.org
+purpose: These maps have been derived on a nation-wide scale for the purpose of identifying
+  high risk- areas on the district and provincial scale, from which decisions can
+  be made on allocating efforts for more detailed site specific hazard and risk analysis.
+  Use of this information on smaller scales should be applied with care. Importantly
+  for on a local scale, it is often the case that more detailed case history and hazard
+  information is required to perform such hazard and risk modelling, particularly
+  where applied to dimension mitigation structures or strategies.
+resources:
+- coordinate_system: EPSG:32642
+  description: Flood extent and water depth in Afghanistan for eight return period
+    scenarios (5, 10, 20, 50, 100, 250, 500 and 1000 years) based on historical baseline.
+  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0050632/DR0065469/hzd-afg-fl-baseline.zip
+  format: geotiff
+  id: '0'
+  spatial_resolution: 90
+  title: Flood hazard scenarios - country (baseline)
+- coordinate_system: EPSG:32642
+  description: Flood extent and water depth in Afghanistan for eight return period
+    scenarios (5, 10, 20, 50, 100, 250, 500 and 1000 years) based on climate projections
+    for 2050.
+  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0050632/DR0065469/hzd-afg-fl-2050.zip
+  format: geotiff
+  id: '1'
+  spatial_resolution: 90
+  title: Flood hazard scenarios - country (2050)
+- coordinate_system: EPSG:32642
+  description: Flood extent and water depth in Kabul for three return period scenarios
+    (5, 100 and 1000 years) based on historical baseline.
+  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0050632/DR0065472/hzd-afg-fl-kabul.zip
+  format: geotiff
+  id: '2'
+  spatial_resolution: 10
+  title: Flood hazard scenarios - Kabul (baseline)
+- coordinate_system: EPSG:32642
+  description: 'Flood extent and water depth simulated for four historical events:
+    1978, 1991 (2 river floods), 1992 (flash flood and landslide) event.'
+  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0050632/DR0065471/hzd-afg-fl-hist_events.zip
+  format: geotiff
+  id: '3'
+  spatial_resolution: 90
+  title: Flood hazard scenarios - country (2050)
+risk_data_type:
+- hazard
+schema: rdl-02
+spatial:
+  countries:
+  - AFG
+  scale: national
+title: Afghanistan Flood hazard
+version: '2018'
+vulnerability: null
+---

_datasets/afghanistan-flood-risk.md

@@ -6,9 +6,8 @@ creator:
   name: GFDRR
   url: https://www.gfdrr.org
 dataset_id: AFG_lss-flood
-description: Average Annual Losses (AAL) for current population (AALpop), current
-  asset (AALnowUSD), population SSP scenarios at 2050 (AALpopSP1-5), asset SSP scenarios
-  at 2050 (AAL_usd_SP1-5).
+description: Average Annual Losses (AAL) over population and asset under current conditions
+  and SSP scenarios at 2050.
 details: "To better understand natural hazard and disaster risk, the World Bank and\
   \ Global Facility for Disaster Reduction and Recovery (GFDRR) supported the development\
   \ of new \uFB02uvial \uFB02ood, \uFB02ash \uFB02ood, drought, landslide, avalanche\

_datasets/afghanistan-landslide-hazard.md

@@ -0,0 +1,77 @@
+---
+contact_point:
+  email: [email protected]
+  name: Pierre Chrzanowski
+creator:
+  name: GFDRR
+  url: https://www.gfdrr.org
+dataset_id: AFG_hzd-landslide
+description: Earthquake-induced landslide hazard measured as probability of occurrance
+  for seven return period scenarios. National hazard assessment and focus on two areas
+  (Kabul and Salang pass).
+details: "To better understand natural hazard and disaster risk, the World Bank and\
+  \ Global Facility for Disaster Reduction and Recovery (GFDRR) supported the development\
+  \ of new \uFB02uvial \uFB02ood, \uFB02ash \uFB02ood, drought, landslide, avalanche\
+  \ and seismic risk information in Afghanistan, as well as a frst-order analysis\
+  \ of the costs and benefts of resilient reconstruction and risk reduction strategies.\
+  \ This publication describes the applied methods and main results of the project."
+exposure: null
+hazard:
+  calculation_method: inferred, simulated
+  disaster_identifiers: ''
+  hazard_analysis_type: deterministic, probabilistic
+  hazard_type: landslide
+  intensity: Debris flow intensity index
+  occurrence_range: 10, 50, 100, 250, 500, 1000, 2500 years
+  processes: landslide_general
+license: CC-BY-4.0
+loss: null
+project: Afghanistan Multi-hazard risk assessment
+publisher:
+  name: GFDRR
+  url: https://www.gfdrr.org
+purpose: These maps have been derived on a nation-wide scale for the purpose of identifying
+  high risk- areas on the district and provincial scale, from which decisions can
+  be made on allocating efforts for more detailed site specific hazard and risk analysis.
+  Use of this information on smaller scales should be applied with care. Importantly
+  for on a local scale, it is often the case that more detailed case history and hazard
+  information is required to perform such hazard and risk modelling, particularly
+  where applied to dimension mitigation structures or strategies.
+resources:
+- coordinate_system: EPSG:32642
+  description: Simulated Ground Motion process triggered by earthquake measured as
+    debris-flow intensity index
+  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0050634/DR0065476/hzd-afg-ls-eq-rp.zip
+  format: geotiff
+  id: '0'
+  spatial_resolution: 30
+  title: Landslide hazard RP scenarios
+- coordinate_system: EPSG:32642
+  description: 'Susceptibility map for bedrock landslides in slow evolution (S1),
+    bedrock landslides in rapid evolution (S2) and cover material landslides in rapid
+    evolution (S3) nationwide, including: rotational slides, translational slides,
+    earth flows and lateral spreading.'
+  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0050634/DR0065476/hzd-afg-ls-eq-susceptibility.zip
+  format: geotiff
+  id: '1'
+  spatial_resolution: 30
+  title: Landslide susceptibility
+risk_data_type:
+- hazard
+schema: rdl-02
+spatial:
+  countries:
+  - AFG
+  gazetteer_entries:
+  - description: Kabul District
+    id: AFG-KAB
+    scheme: ISO 3166-2
+  - description: Salang pass
+    id: "K\u014Dtal-e S\u0101lang"
+    scheme: GEONAMES
+    uri: https://www.geonames.org/1127859/kotal-e-salang.html
+  scale: national
+title: Afghanistan Landslide hazard
+version: '2018'
+vulnerability: null
+---