activity
20202023
most citedHow accurate are existing land cover maps for agriculture in Sub-Saharan Africa?

54 citations · 96 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CY2023★ 11 cited

Satellite Data Shows Resilience of Tigrayan Farmers in Crop Cultivation During Civil War

Hannah Kerner, Catherine Nakalembe, Benjamin Yeh +4

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 agricult…

cs.LG2023★ 54 cited

How accurate are existing land cover maps for agriculture in Sub-Saharan Africa?

Hannah Kerner, Catherine Nakalembe, Adam Yang +4

Satellite Earth observations (EO) can provide affordable and timely information for assessing crop conditions and food production. Such monitoring systems are essential in Africa,…

cs.LG2021

Using transfer learning to study burned area dynamics: A case study of refugee settlements in West Nile, Northern Uganda

Robert Huppertz, Catherine Nakalembe, Hannah Kerner +2

With the global refugee crisis at a historic high, there is a growing need to assess the impact of refugee settlements on their hosting countries and surrounding environments. Beca…

cs.CV2020★ 17 cited

Rapid Response Crop Maps in Data Sparse Regions

Hannah Kerner, Gabriel Tseng, Inbal Becker-Reshef +5

Spatial information on cropland distribution, often called cropland or crop maps, are critical inputs for a wide range of agriculture and food security analyses and decisions. Howe…

cs.CV2020★ 14 cited

Field-Level Crop Type Classification with k Nearest Neighbors: A Baseline for a New Kenya Smallholder Dataset

Hannah Kerner, Catherine Nakalembe, Inbal Becker-Reshef

Accurate crop type maps provide critical information for ensuring food security, yet there has been limited research on crop type classification for smallholder agriculture, partic…