diff --git a/pyleoclim/core/geoseries.py b/pyleoclim/core/geoseries.py
index 25a3cad7..c6bbc61c 100644
--- a/pyleoclim/core/geoseries.py
+++ b/pyleoclim/core/geoseries.py
@@ -461,21 +461,19 @@ def map_neighbors(self, mgs, radius=3000, projection='Orthographic', proj_defaul
             from pylipd.utils.dataset import load_dir
             lipd = load_dir(name='Pages2k')
             df = lipd.get_timeseries_essentials()
-            dfs = df.query("archiveType in ('tree','documents','coral','lake sediment') and paleoData_variableName not in ('year')") 
+            dfs = df.query("archiveType in ('Wood','Documents','Coral','Lake sediment') and paleoData_variableName not in ('year')") 
             # place in a MultipleGeoSeries object
             ts_list = []
             for _, row in dfs.iterrows():
                 ts_list.append(pyleo.GeoSeries(time=row['time_values'],value=row['paleoData_values'],
-                                               time_name=row['time_variableName'],value_name=row['paleoData_variableName'],
-                                               time_unit=row['time_units'], value_unit=row['paleoData_units'],
-                                               lat = row['geo_meanLat'], lon = row['geo_meanLon'],
-                                               archiveType = row['archiveType'], verbose = False, 
-                                               label=row['dataSetName']+'_'+row['paleoData_variableName'])) 
-
-            print(ts_list)
-            print(len(ts_list))
+                                                time_name=row['time_variableName'],value_name=row['paleoData_variableName'],
+                                                time_unit=row['time_units'], value_unit=row['paleoData_units'],
+                                                lat = row['geo_meanLat'], lon = row['geo_meanLon'],
+                                                archiveType = row['archiveType'], verbose = False, 
+                                                label=row['dataSetName']+'_'+row['paleoData_variableName'])) 
+
             mgs = pyleo.MultipleGeoSeries(series_list=ts_list,time_unit='years AD') 
-            gs = ts_list[0] # extract one record as the target one
+            gs = ts_list[6] # extract one record as the target one
             gs.map_neighbors(mgs, radius=4000)
             
         '''
diff --git a/pyleoclim/core/multiplegeoseries.py b/pyleoclim/core/multiplegeoseries.py
index 8b66e57c..a06ec917 100644
--- a/pyleoclim/core/multiplegeoseries.py
+++ b/pyleoclim/core/multiplegeoseries.py
@@ -57,7 +57,7 @@ class MultipleGeoSeries(MultipleSeries):
         from pylipd.utils.dataset import load_dir
         lipd = load_dir(name='Pages2k')
         df = lipd.get_timeseries_essentials()
-        dfs = df.query("archiveType in ('tree','documents','coral','lake sediment')") 
+        dfs = df.query("archiveType in ('Wood','Documents','Coral','Lake sediment')") 
         # place in a MultipleGeoSeries object
         ts_list = []
         for _, row in dfs.iterrows():
@@ -235,7 +235,7 @@ def map(self, marker='archiveType', hue='archiveType', size=None, cmap=None,
             from pylipd.utils.dataset import load_dir
             lipd = load_dir(name='Pages2k')
             df = lipd.get_timeseries_essentials()
-            dfs = df.query("archiveType in ('tree','documents','coral','lake sediment','borehole')") 
+            dfs = df.query("archiveType in ('Wood','Documents','Coral','Lake sediment','Borehole')") 
             # place in a MultipleGeoSeries object
             ts_list = []
             for _, row in dfs.iterrows():
@@ -353,7 +353,7 @@ def pca(self, weights=None,missing='fill-em',tol_em=5e-03, max_em_iter=100,**pca
             lipd = load_dir(name='Pages2k') # this loads a small subset of the PAGES 2k database
             lipd_euro = lipd.filter_by_geo_bbox(-20,20,40,80)
             df = lipd_euro.get_timeseries_essentials()
-            dfs = df.query("archiveType in ('tree') & paleoData_variableName not in ('year')") 
+            dfs = df.query("archiveType in ('Wood') & paleoData_variableName not in ('year')") 
             # place in a MultipleGeoSeries object
             ts_list = []
             for _, row in dfs.iterrows():
@@ -604,7 +604,7 @@ def time_geo_plot(self, figsize=[10, 3],
             from pylipd.utils.dataset import load_dir
             lipd = load_dir(name='Pages2k')
             df = lipd.get_timeseries_essentials()
-            dfs = df.query("archiveType in ('tree','documents','coral','lake sediment')") 
+            dfs = df.query("archiveType in ('Wood','Documents','Coral','Lake sediment')") 
             # place in a MultipleGeoSeries object
             ts_list = []
             for _, row in dfs.iloc[:5].iterrows():