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MOSAIKS2024

Node 2from pyproj import CRS, Transformerfrom pystac_client import Client as StacClientNdoe 8from pystac_client import Client as StacClientfrom planetary_computer import signimport shapelyNode 11import torchimport rasterioimport geopandas as gpimport shapely 100x 100 Meter with 100 Random FeatureNode 3100 MeterNode 4Node 5Filter out Gridsnot intersectedNode 6Lat/LonNode 7CentroidsNode 8Node 9RemoveDuplicated URLNode 10Node 11Node 12Path for GeoTIFFNode 13Node 15COPERNICUS/S2_SR_HARMONIZEDNode 6Lat/LonNode 13Enable batch processingST_B10LANDSAT/LC08/C02/T1_L2Node 26Node 27Node 28TemperatureLANDSAT/LC08/C02/T1_L2Node 13Node 32Node 33Node 34Node 35Node 36Node 37Node 38Node 39Node 40Node 41GeoFile Reader STAC BatchSize Query Create Grid Geospatial View Spatial Join Projection Geometry To Point STAC URL Query DuplicateRow Filter Download STAC RCF Model Table Rowto Variable GeoTIFF Reader Point FeatureExtraction Column Filter GeoDataFrame ToFeature Collection GEE Authenticator Download GeoTIFF GEE CollectionImage Reader Projection GeoTIFF Reader GeoTIFF View GEE Reducer GEE ImageBand Selector GEE CollectionImage Reader Column Filter Missing Value Geospatial View Download GeoTIFF GeoTIFF View GeoTIFF Reader Joiner Random Forest Learner(Regression) Partitioning Random Forest Predictor(Regression) Numeric Scorer Joiner Numeric Scorer Random Forest Predictor(Regression) Partitioning Random Forest Learner(Regression) Node 2from pyproj import CRS, Transformerfrom pystac_client import Client as StacClientNdoe 8from pystac_client import Client as StacClientfrom planetary_computer import signimport shapelyNode 11import torchimport rasterioimport geopandas as gpimport shapely 100x 100 Meter with 100 Random FeatureNode 3100 MeterNode 4Node 5Filter out Gridsnot intersectedNode 6Lat/LonNode 7CentroidsNode 8Node 9RemoveDuplicated URLNode 10Node 11Node 12Path for GeoTIFFNode 13Node 15COPERNICUS/S2_SR_HARMONIZEDNode 6Lat/LonNode 13Enable batch processingST_B10LANDSAT/LC08/C02/T1_L2Node 26Node 27Node 28TemperatureLANDSAT/LC08/C02/T1_L2Node 13Node 32Node 33Node 34Node 35Node 36Node 37Node 38Node 39Node 40Node 41GeoFile Reader STAC BatchSize Query Create Grid Geospatial View Spatial Join Projection Geometry To Point STAC URL Query DuplicateRow Filter Download STAC RCF Model Table Rowto Variable GeoTIFF Reader Point FeatureExtraction Column Filter GeoDataFrame ToFeature Collection GEE Authenticator Download GeoTIFF GEE CollectionImage Reader Projection GeoTIFF Reader GeoTIFF View GEE Reducer GEE ImageBand Selector GEE CollectionImage Reader Column Filter Missing Value Geospatial View Download GeoTIFF GeoTIFF View GeoTIFF Reader Joiner Random Forest Learner(Regression) Partitioning Random Forest Predictor(Regression) Numeric Scorer Joiner Numeric Scorer Random Forest Predictor(Regression) Partitioning Random Forest Learner(Regression)

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