Global Class Rasters of Rivers and Lakes

This is a global classification dataset chiefly aimed at lake and river seasonal inventory. The dataset has class rasters for the non-polar world for the months of April, July and October 2021. The zip file for a given month has the full set of class rasters for most of the world with the exclusion of Antarctica and most islands in the arctic. These class rasters are organised by UTM Grid Zone Designation. For each 6x8 degree grid zone and for each month, there is a single class raster with a resolution of 10 meters and based on Sentinel-2 imagery. The total size of the datset is ~6.7 terapixels. We also offer the key Python scripts that enabled the production of this data in the file Python_Scripts.zip

Resource type: Collection
Total Items: 5
Size: 35.8 GB
Contributors: Creator: Carbonneau, Patrice ¹
Editor: Carbonneau, Patrice ¹
Editor: Bizzi, Simone ²

¹ Durham University
² University of Padova
Funder: N.A.
Research methods: Deep Learning, Remote Sensing, Google Earth Engine.
Other description: Please consult the README file for more information.
Keyword: Deep Learnig
Remote Sensing
Google Earth engine
Subject: Remote sensing
Location: Global
Language: English
Identifier: ark:/32150/r1bg257f09j
Publisher: Durham University
Date Created: 7 NOV 2022

Items in this Collection

List of items in this collection
	Title	Date Uploaded	Visibility	Action
	README documentation for Global Class Rasters of Rivers and Lakes Is part of: Global Class Rasters of Rivers and Lakes	23 November 2022	Open Access	Single-Use Link to File Edit File Download File
File Name: README.doc File Format: msword (Microsoft Word, Microsoft Excel Format) Creator: Depositor: P. Carbonneau Edit Access: Users: dgg0pc, pzvx49
	Python scripts for Global Class Rasters of Rivers and Lakes [software] Is part of: Global Class Rasters of Rivers and Lakes	23 November 2022	Open Access	Single-Use Link to File Edit File Download File
File Name: Python_Scripts.zip File Format: zip (ZIP Format) Creator: Depositor: P. Carbonneau Edit Access: Users: dgg0pc, pzvx49
	Global Class Rasters of Rivers and Lakes. October 2021 [dataset] Is part of: Global Class Rasters of Rivers and Lakes	10 November 2022	Open Access	Single-Use Link to File Edit File Download File
File Name: /files/r379407x17g File Format: Creator: Depositor: P. Carbonneau Edit Access: Users: dgg0pc, pzvx49
	Global Class Rasters of Rivers and Lakes. July 2021 [dataset] Is part of: Global Class Rasters of Rivers and Lakes	10 November 2022	Open Access	Single-Use Link to File Edit File Download File
File Name: /files/r3ft848q60d File Format: Creator: Depositor: P. Carbonneau Edit Access: Users: dgg0pc, pzvx49
	Global Class Rasters of Rivers and Lakes. April 2021 [dataset] Is part of: Global Class Rasters of Rivers and Lakes	10 November 2022	Open Access	Single-Use Link to File Edit File Download File
File Name: /files/r3bc386j236 File Format: Creator: Depositor: P. Carbonneau Edit Access: Users: dgg0pc, pzvx49

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Items in this Collection

README documentation for Global Class Rasters of Rivers and Lakes

Python scripts for Global Class Rasters of Rivers and Lakes [software]

Global Class Rasters of Rivers and Lakes. October 2021 [dataset]

Global Class Rasters of Rivers and Lakes. July 2021 [dataset]

Global Class Rasters of Rivers and Lakes. April 2021 [dataset]