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pro vyhledávání: '"Zvonkov, Ivan"'
Autor:
Kerner, Hannah, Nakalembe, Catherine, Yeh, Benjamin, Zvonkov, Ivan, Skakun, Sergii, Becker-Reshef, Inbal, McNally, Amy
Publikováno v:
Science of Remote Sensing (2024)
The Tigray War was an armed conflict that took place primarily in the Tigray region of northern Ethiopia from November 3, 2020 to November 2, 2022. Given the importance of agriculture in Tigray to livelihoods and food security, determining the impact
Externí odkaz:
http://arxiv.org/abs/2312.10819
Autor:
Kerner, Hannah, Nakalembe, Catherine, Yang, Adam, Zvonkov, Ivan, McWeeny, Ryan, Tseng, Gabriel, Becker-Reshef, Inbal
Publikováno v:
Scientific Data, 11(1), 486
Satellite Earth observations (EO) can provide affordable and timely information for assessing crop conditions and food production. Such monitoring systems are essential in Africa, where there is high food insecurity and sparse agricultural statistics
Externí odkaz:
http://arxiv.org/abs/2307.02575
Autor:
Tseng, Gabriel, Cartuyvels, Ruben, Zvonkov, Ivan, Purohit, Mirali, Rolnick, David, Kerner, Hannah
Machine learning methods for satellite data have a range of societally relevant applications, but labels used to train models can be difficult or impossible to acquire. Self-supervision is a natural solution in settings with limited labeled data, but
Externí odkaz:
http://arxiv.org/abs/2304.14065
Autor:
Kerner, Hannah R., Nakalembe, Catherine, Yeh, Benjamin, Zvonkov, Ivan, Skakun, Sergii, Becker-Reshef, Inbal, McNally, Amy
Publikováno v:
In Science of Remote Sensing December 2024 10
Akademický článek
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Autor:
Zvonkov, Ivan
The desired output for most real-world tasks using machine learning (ML) and remote sensing data is a set of dense predictions that form a predicted map for a geographic region. However, most prior work involving ML and remote sensing follows the tra
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a8a42f4275c2f732491c75d4d08d0a08