IB
Inbal Becker-Reshef
cs.CVcs.LGcs.AIAgriculturecs.CYcs.CLeess.SPGeographic Information SciencesRemote SensingSpatial Science
On Valency
published · living versionsW_ktwq36bv·v1 · currentpublished
GeoFaham: Domain-Specialized Multi-Agent Geospatial Analytics for Disaster Response
with Muhammad Sohail Danish, Gilles Q. Hacheme, Akram Zaytar, Satej S. Soman +3
1 version
Preprints & journals
36 papers in the corpus · 2015–2026Anaximander: Interactively Running Geospatial Deep Learning Models on Any Compute Backend2610.09085v1 · Satej S. Soman, Akram Zaytar, Girmaw A. Tadesse et al.2026 · 0 citationsarXiv
Responsible use of artificial intelligence and machine learning for food security early warning systems.42563035 · Anderson, Weston, Becker-Reshef, Inbal, Bodanac, Nicholas et al.2026 · 2 citationsNature food. 2026;7(8):736-739
HASTE: A Platform for Rapid Post-Disaster Building Damage Assessment2607.11838v1 · Caleb Robinson, Anthony Ortiz, Simone Fobi Nsutezo et al.2026 · 0 citationsarXiv
TukaBench: A Culturally Grounded Jailbreak Benchmark for African Languages2606.01322v2 · Victor Akinode, Senyu Li, Wassim Hamidouche et al.2026 · 0 citationsarXiv
Project SPARROW and the Future of Conservation Technology2606.00108v1 · Juan M. Lavista Ferres, Carl Chalmers, Bruno Demuro Segundo et al.2026 · 0 citationsarXiv
The first global agricultural field boundary map at 10m resolution2605.11055v1 · Caleb Robinson, Gedeon Muhawenayo, Subash Khanal et al.2026 · 2 citationsarXiv
WATCH: Wide-Area Archaeological Site Tracking for Change Detection2605.08160v1 · Girmaw Abebe Tadesse, Titien Bartette, Andrew Hassanali et al.2026 · 0 citationsarXiv
A 30 m winter wheat distribution dataset for the North China Plain from 2000 to 2024.41980984 · Li, Fangjie, Becker-Reshef, Inbal, Wagner, Josef et al.2026 · 1 citationScientific data. 2026;13(1)
Survey Protocol Cards for Crop Mapsx5wr1f · Akram Zaytar, Girmaw Tadesse, Caleb Robinson et al.2026 · 0 citationsEarthArXiv
GeoAI Agency Primitives2604.01869v1 · Akram Zaytar, Rohan Sawahn, Caleb Robinson et al.2026 · 0 citationsarXiv
From Pixels to Patches: Pooling Strategies for Earth Embeddings2603.02080v2 · Isaac Corley, Caleb Robinson, Inbal Becker-Reshef et al.2026 · 2 citationsarXiv
Satellite-Based Detection of Looted Archaeological Sites Using Machine Learning2602.19608v1 · Girmaw Abebe Tadesse, Titien Bartette, Andrew Hassanali et al.2026 · 0 citationsarXiv
BYOL: Bring Your Own Language Into LLMs2601.10804v1 · Syed Waqas Zamir, Wassim Hamidouche, Boulbaba Ben Amor et al.2026 · 0 citationsarXiv
Agricultural research approaches for crops that nourish by improving nutrition, soil health, resilience and prosperity.41299161 · Schneider Lecy, Kate, Gonzalez, Francisco Alarcón, Becker-Reshef, Inbal et al.2025 · 2 citationsNature food. 2025;6(12):1103-1106
TEMPO: Global Temporal Building Density and Height Estimation from Satellite Imagery2511.12104v1 · Tammy Glazer, Gilles Q. Hacheme, Akram Zaytar et al.2025 · 1 citationarXiv
AI Diffusion in Low Resource Language Countries2511.02752v1 · Amit Misra, Syed Waqas Zamir, Wassim Hamidouche et al.2025 · 0 citationsarXiv
Cropland Mapping using Geospatial Embeddings2511.02923v1 · Ivan Zvonkov, Gabriel Tseng, Inbal Becker-Reshef et al.2025 · 0 citationsarXiv
Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal2508.00858v1 · Christina Butsko, Kristof Van Tricht, Gabriel Tseng et al.2025 · 0 citationsarXiv
National-Scale In-Season Field Boundaries of Ukraine Using Remote Sensing.40399302 · Sadeh, Yuval, Wagner, Josef, Nair, Shabarinath S et al.2025 · 5 citationsScientific data. 2025;12(1):833
A framework for EO-based National Agricultural Monitoring (EO-NAM) for the African Context.40772110 · Nakalembe, Catherine, Kerner, Hannah R, Zvonkov, Ivan et al.2025 · 1 citationNPJ sustainable agriculture. 2025;3(1):45
Digital innovations for monitoring sustainability in food systems.39147913 · Meemken, Eva-Marie, Becker-Reshef, Inbal, Klerkx, Laurens et al.2024 · 30 citationsNature food. 2024;5(8):656-660
How accurate are existing land cover maps for agriculture in Sub-Saharan Africa?38729982 · Kerner, Hannah, Nakalembe, Catherine, Yang, Adam et al.2024 · 58 citationsScientific data. 2024;11(1):486
Satellite Data Shows Resilience of Tigrayan Farmers in Crop Cultivation During Civil War2312.10819v2 · Hannah Kerner, Catherine Nakalembe, Benjamin Yeh et al.2023 · 13 citationsScience of Remote Sensing (2024)
Improve State-Level Wheat Yield Forecasts in Kazakhstan on GEOGLAM's EO Data by Leveraging A Simple Spatial-Aware Technique2306.04646v1 · Anh Nhat Nhu, Ritvik Sahajpal, Christina Justice et al.2023 · 1 citationInternational Conference on Learning Representation (ICLR), First Workshop on Machine Learning for Remote Sensing, 2023
Crop Type Maps for Operational Global Agricultural Monitoring.36977689 · Becker-Reshef, Inbal, Barker, Brian, Whitcraft, Alyssa et al.2023 · 87 citationsScientific data. 2023;10(1):172
Satellite forecasting of crop harvest can trigger a cross-hemispheric production response and improve global food security.38665196 · Tanaka, Tetsuji, Sun, Laixiang, Becker-Reshef, Inbal et al.2024 · 17 citationsCommunications earth & environment. 2023;4(1):334
Carbon farming: integrate biodiversity metrics.36100676 · Coutu, Sylvain, Becker-Reshef, Inbal, Pellissier, Loïc2022 · 3 citationsNature. 2022;609(7927):467
Near- to long-term measures to stabilize global wheat supplies and food security.37117944 · Bentley, Alison R, Donovan, Jason, Sonder, Kai et al.2023 · 148 citationsNature food. 2022;3(7):483-486
Optimizing Crop Cut Collection for Determining Field-Scale Yields in an Insurance Contextx5j59h · Ritvik Sahajpal, Inbal Becker-Reshef, Sylvain Coutu2020 · 4 citationsEarthArXiv
Using Machine-Learning Models for Field-Scale Crop Yield and Condition Modeling in Argentinax52595 · Ritvik Sahajpal, Lucas Fontana, Pedro Lafluf et al.2020 · 5 citationsEarthArXiv
Resilient In-Season Crop Type Classification in Multispectral Satellite Observations using Growth Stage Normalization2009.10189v1 · Hannah Kerner, Ritvik Sahajpal, Sergii Skakun et al.2020 · 10 citationsarXiv
Rapid Response Crop Maps in Data Sparse Regions2006.16866v1 · Hannah Kerner, Gabriel Tseng, Inbal Becker-Reshef et al.2020 · 23 citationsarXiv
Field-Level Crop Type Classification with k Nearest Neighbors: A Baseline for a New Kenya Smallholder Dataset2004.03023v1 · Hannah Kerner, Catherine Nakalembe, Inbal Becker-Reshef2020 · 14 citationsarXiv
Food security: underpin with public and private data sharing.32099121 · Coutu, Sylvain, Becker-Reshef, Inbal, Whitcraft, Alyssa K et al.2020 · 10 citationsNature. 2020;578(7796):515
A 30+ year AVHRR Land Surface Reflectance Climate Data Record and its application to wheat yield monitoring.32021703 · Franch, Belen, Vermote, Eric F, Roger, Jean-Claude et al.2025 · 82 citationsRemote sensing. 2017;Volume 9(Iss 3)
Mapping global cropland and field size.25640302 · Fritz, Steffen, See, Linda, McCallum, Ian et al.2016 · 560 citationsGlobal change biology. 2015;21(5):1980-92
Career total: at least 253 works. 36 are in this corpus.
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