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03-Survey-of-Raster-Datasets

Chapter 3 Survey of Raster Datasets

Cloud-Based Remote Sensing with Google Earth Engine: Fundamentals and Applications 2024
https://link.springer.com/book/10.1007/978-3-031-26588-4

KNIME workflow by

Lingbo Liu, Harvard Center for Geographic Analysis

GEE Image Band Selector
first
Image Collection Aggregator
LANDSAT/LC08/C02/T1_L2
Image Collection Reader
Lat Lon -122.44, 37.76
Table Creator
Fig. 3.8 Landsat 8 surface reflectance scene
GEE Image View
UMD/hansen/global_forest_change_2020_v1_8
GEE Image Reader
elevation
GEE Image Band Selector
Image Collection General Filter
Fig. 3.14 ESA’s 2020 WorldCover map
GEE Image View
Star-End Date
Table Creator
Fig. 3.15 Global Forest Change 2000 tree cover layer
GEE Image View
Lat/Lon to Geometry
Fig. 3.12 Methane levels over the African continent
GEE Image View
GeoTable to Feature Collection
Fig. 3.13 ERA5 maximum monthly temperature
GEE Image View
first
Image Collection Aggregator
GEE Image Band Selector
Table Row to Variable
Image Collection Spatial Filter
Fig. 3.17 Gridded population count of 2000
GEE Image View
Fig. 3.19 NASADEM elevation
GEE Image View
Fig. 3.16 Global Forest Change 2000–2020 tree cover loss
GEE Image View
MODIS/006/MCD43A4
Image Collection Reader
Image Collection General Filter
Image Collection General Filter
Fig. 3.11 MODIS Monthly Burn image over California
GEE Image Collection View
Fig. 3.9 MODIS Daily true-color image
GEE Image Collection View
MODIS/006/MCD64A1
Image Collection Reader
COPERNICUS/S5P/OFFL/L3_CH4
Image Collection Reader
Image Collection General Filter
GEE Setting
Google Authenticator
Google Earth Engine Connector
LANDSAT/LC08/C02/T1
Image Collection Reader
Fig. 3.1 USGS Landsat 8 collection 2 Tier 1 Raw Scenes collection
GEE Image Collection View
Image Collection General Filter
ECMWF/ERA5/MONTHLY
Image Collection Reader
first
Image Collection Aggregator
GEE Image Band Selector
GEE Image Band Selector
Image Collection General Filter
first
Image Collection Aggregator
ECMWF/ERA5/MONTHLY
Image Collection Reader
first
Image Collection Aggregator
GEE Image Band Selector
CIESIN/GPWv411/GPW_Population_Count
Image Collection Reader
Fig. 3.4 Landsat 8 winter collection
GEE Image Collection View
GEE Image Info Extractor
Star-End Date
Table Creator
Table Row to Variable
Image Collection Spatial Filter
Lat Lon 45.05 -93.79
Table Creator
GEE Image Band Selector
Lat/Lon to Geometry
UMD/hansen/global_forest_change_2020_v1_8
GEE Image Reader
first
Image Collection Aggregator
Fig. 3.6 First Landsat image from the filtered set
GEE Image View
GeoTable to Feature Collection
GEE Image Band Selector
Fig. 3.5 Minneapolis winter collection filtered by bounds.
GEE Image Collection View

Nodes

Extensions

Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: lil928
Created at: 2025-12-03
On NodePit since: 2025-12-14
Last update: 2025-12-15
Created with KNIME version: v5.9.0

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