From village to globe: A dynamic real-time map of African fields through PlantVillage
| Autor: | Winnie Onyango, Gladys Ntango, Annalyse Kehs, Mercyline Tsuma, David J. Hughes, Stellah Amakove, John Chelal, Lawrence Pamba, Melodine Jeptoo, Bismark Plimo, Peter McCloskey, Kelvin Nyongesa, James Mugo, John Mayieka, Derek Morr |
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| Jazyk: | angličtina |
| Rok vydání: | 2019 |
| Předmět: |
0106 biological sciences
2. Zero hunger Ground truth 010504 meteorology & atmospheric sciences business.industry Environmental resource management Time map Globe Climate change Context (language use) Public good 01 natural sciences Bottleneck 010602 entomology medicine.anatomical_structure Geography medicine business Throughput (business) 0105 earth and related environmental sciences |
| DOI: | 10.1101/2019.12.19.882936 |
| 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, on the day it is collected 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: |
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