Skip to content

Latest commit

 

History

History
56 lines (42 loc) · 5.31 KB

datasets.md

File metadata and controls

56 lines (42 loc) · 5.31 KB
Source Area of Focus Number of labels used Label Type License
NASA Harvest Rwanda 3,600 Binary CC BY-4.0
NASA Harvest Kenya 2,704 Binary CC BY-4.0
NASA Harvest Ethiopia 830 Binary CC BY-4.0
NASA Harvest Sudan 422 Binary CC BY-4.0
NASA Harvest Mali 142 Binary CC BY-4.0
NASA Harvest Brazil 36 Binary CC BY-4.0
NASA Harvest Tanzania 2400 Binary CC BY-4.0
[1] Togo 1,582 Binary CC BY-4.0
[2] France (Ile de France) 6,184 Multi-class etalab Open License
[2] France (Reunion) 2,776 Multi-class etalab Open License
[2] France (Martinique) 2,421 Multi-class etalab Open License
[3] Global 35,866 Binary CC BY-3.0
[4] Global 14,976 Multi-class LP DAAC
[5] Canada 9,088 Multi-class Open Government License
[6] Uzbekistan, Tajikistan 5,302 Multi-class CC BY-4.0
[7] Germany 2,550 Multi-class DL-DE->BY-2.0
[8] Brazil 800 Multi-class CC BY-4.0
[9] Tanzania 392 Multi-class CC BY-4.0
[10] Kenya 319 Multi-class CC BY-SA-4.0
[11] Uganda 233 Multi-class CC BY-4.0
[12] Tanzania 800 Multi-class CC BY-SA-4.0
Harvest Partner Mali 148 Multi-class CC BY-4.0
Harvest Partner Mali 1506 Multi-class CC BY-4.0
FEWS NET Zimbabwe 49 Multi-class CC BY-SA-4.0
13 Global 13005 Multi-class CC BY-SA-4.0

References

[1] Hannah Kerner, Gabriel Tseng, Inbal Becker-Reshef, Catherine Nakalembe, Brian Barker, Blake Munshell, Madhava Paliyam, and Mehdi Hosseini. Rapid response crop maps in data sparse regions. In ACM SIGKDD Conference on Data Mining and Knowledge Discovery Workshops, 2020.

[2] IGN. Registre parcellaire graphique (rpg). https://geoservices.ign.fr/, 2019.

[3] Linda See. A global reference database of crowdsourced cropland data collected using the Geo-Wiki platform, 2017.

[4] Jun Xiong, Prasad Thenkabail, J Tilton, Murali Krishna Gumma, Pardhasaradhi Teluguntla, Russell Congalton, Kamini Yadav, J Dungan, Adam Oliphant, J Poehnelt, C Smith, and R Massey. Nasa making earth system data records for use in research environments (measures) global food security-support analysis data (gfsad) cropland extent 2015 africa 30 m v001, 2017.

[5] Agriculture and Agri-Food Canada. Annual crop inventory ground truth data. https://open.canada. ca/data/en/dataset/503a3113-e435-49f4-850c-d70056788632, 2021.

[6] Ruben Remelgado, Sherzod Zaitov, Shavkat Kenjabaev, Galina Stulina, Murod Sultanov, Mirzakhayot Ibrakhimov, Mustakim Akhmedov, Victor Dukhovny, and Christopher Conrad. A crop type dataset for consistent land cover classification in central asia. Scientific Data, 7(1):250, Jul 2020.

[7] Lukas Kondmann, Aysim Toker, Marc Ru wurm, Andr s Camero, Devis Peressuti, Grega Milcinski, Pierre-Philippe Mathieu, Nicolas Long p , Timothy Davis, Giovanni Marchisio, Laura Leal-Taix , and Xiao Xiang Zhu. DENETHOR: The dynamicearthNET dataset for harmonized, inter-operable, analysis ready, daily crop monitoring from space. In Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2), 2021.

[8] Lucas Volochen Oldoni, Ieda Del’Arco Sanches, Michelle Cristina A. Picoli, Renan Moreira Covre, and Jos  Guilherme Fronza. Lem+ dataset: For agricultural remote sensing applications. Data in Brief, 33:106553, 2020.

[9] Great African Food Company. Great african food company tanzania ground reference crop type dataset. https://doi.org/10.34911/RDNT.5VX40R, 2019.

[10] Annalyse Kehs, Peter McCloskey, John Chelal, Derek Morr, Stellah Amakove, Bismark Plimo, John Mayieka, Gladys Ntango, Kelvin Nyongesa, Lawrence Pamba, Melodine Jeptoo, James Mugo, Mercyline Tsuma, Winnie Onyango, and David Hughes. From village to globe: A dynamic real-time map of african fields through plantvillage. bioRxiv, 2019

[11] Christophe Bocquet. Dalberg data insights uganda crop classification. https://doi.org/10.34911/RDNT.EII04X, 2019.

[12] Catherine Nakalembe, Andreas Schlueter, Sixbert Maurice, & Taryn Devereux. (2022). 2022 Rice Crop-type Data for Western Tanzania (Version 1). https://doi.org/10.5281/zenodo.6824200

[13] Jolivot A, Lebourgeois V, Leroux L, Ameline M, Andriamanga V, Bellón B, Castets M, Crespin-Boucaud A, Defourny P, Diaz S, Dieye M. Harmonized in situ datasets for agricultural land use mapping and monitoring in tropical countries. Earth System Science Data. 2021. https://doi.org/10.18167/DVN1/P7OLAP