From Village to Globe: A Dynamic Real-Time Map of African Fields Through PlantVillage

Autor:	Winnie Onyango, Annalyse Kehs, David J. Hughes, Stellah Amakove, Gladys Ntango, Mercyline Tsuma, Bismark Plimo, John Chelal, Wincate Mukami, Lawrence Pamba, Melodine Jeptoo, James Mugo, John Mayieka, Derek Morr, Peter McCloskey, Kelvin Nyongesa
Rok vydání:	2021
Předmět:	010504 meteorology & atmospheric sciences Climate change Globe Context (language use) 010501 environmental sciences Horticulture Management Monitoring Policy and Law Crowdsourcing 01 natural sciences Food processing and manufacture Bottleneck smallholder agriculture medicine ground-truthed TX341-641 sentinel Throughput (business) 0105 earth and related environmental sciences Global and Planetary Change Ground truth Ecology Nutrition. Foods and food supply business.industry Environmental resource management TP368-456 Public good Geography medicine.anatomical_structure earth observations polyculture crowdsourcing business Agronomy and Crop Science Food Science
Zdroj:	Frontiers in Sustainable Food Systems, Vol 5 (2021)
ISSN:	2571-581X
DOI:	10.3389/fsufs.2021.514785
Popis:	A major bottleneck to the application of machine learning tools to satellite data of African farms is the lack of high-quality ground truth data. Here we describe a high throughput method using youth in Kenya that results in a cost-effective method for high-quality data in near real-time. This data is presented to the global community, as a public good and is linked to other data sources that will inform our understanding of crop stress, particularly in the context of climate change.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d0bd97486ed30af344db3943e8e160b1 https://doi.org/10.3389/fsufs.2021.514785 Zobrazit plný text záznamu