Inbal Becker-Reshef

53 papers C 16Journal 33Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BYOL: Bring Your Own Language Into LLMs. CoRR Syed Waqas Zamir, Wassim Hamidouche, Boulbaba Ben Amor, Luana Marotti, Inbal Becker-Reshef, Juan M. Lavista Ferres
2026	J	`jnl`	Enhancing WorldCereal crop calendars with land surface phenology and machine learning. Ecol. Informatics Italo Moletto-Lobos, Belen Franch, Andreu Guillem-Valls, Katarzyna Cyran, Natacha I. Kalecinski, Kristof Van Tricht, Eric F. Vermote, Inbal Becker-Reshef, Shabarinath Nair, Jeroen Degerickx, Christina Butsko, Koen de Vos, Alyssa K. Whitcraft, Zoltan Szantoi
2026	J	`jnl`	From Pixels to Patches: Pooling Strategies for Earth Embeddings. CoRR Isaac Corley, Caleb Robinson, Inbal Becker-Reshef, Juan M. Lavista Ferres
2026	J	`jnl`	Satellite-Based Detection of Looted Archaeological Sites Using Machine Learning. CoRR Girmaw Abebe Tadesse, Titien Bartette, Andrew Hassanali, Allen Kim, Jonathan Chemla, Andrew Zolli, Yves Ubelmann, Caleb Robinson, Inbal Becker-Reshef, Juan M. Lavista Ferres
2025	J	`jnl`	AI Diffusion in Low Resource Language Countries. CoRR Amit Misra, Syed Waqas Zamir, Wassim Hamidouche, Inbal Becker-Reshef, Juan M. Lavista Ferres
2025	J	`jnl`	Cropland Mapping using Geospatial Embeddings. CoRR Ivan Zvonkov, Gabriel Tseng, Inbal Becker-Reshef, Hannah Kerner
2025	—	`conf`	Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal. TerraBytes Christina Butsko, Gabriel Tseng, Kristof Van Tricht, Giorgia Milli, David Rolnick, Ruben Cartuyvels, Inbal Becker-Reshef, Zoltan Szantoi, Hannah Kerner
2025	J	`jnl`	Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal. CoRR Christina Butsko, Kristof Van Tricht, Gabriel Tseng, Giorgia Milli, David Rolnick, Ruben Cartuyvels, Inbal Becker-Reshef, Zoltan Szantoi, Hannah Kerner
2025	J	`jnl`	Flooded and Irrigation Area Monitoring After the Kakhovka Dam Disaster Based on Machine Learning and Satellite Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Bohdan Yailymov, Hanna Yailymova, Andrii Kolotii, Andrii Shelestov, Sergii Skakun, Sheila Baber, Inbal Becker-Reshef, Nataliia Kussul
2025	J	`jnl`	Retrieving crop phenology at field-scale in the Nile Delta based on Sen2Like and PlanetScope data. Int. J. Appl. Earth Obs. Geoinformation Katarzyna Cyran, Belen Franch, Eatidal Amin, Santiago Belda, Francesco Fava, James Wheeler, Italo Moletto-Lobos, Ahmed El Baroudy, Inbal Becker-Reshef, Zoltan Szantoi
2025	J	`jnl`	TEMPO: Global Temporal Building Density and Height Estimation from Satellite Imagery. CoRR Tammy Glazer, Gilles Quentin Hacheme, Akram Zaytar, Luana Marotti, Amy Michaels, Girmaw Abebe Tadesse, Kevin White, Rahul Dodhia, Andrew Zolli, Inbal Becker-Reshef, Juan M. Lavista Ferres, Caleb Robinson
2023	—	`conf`	Fusion of very high and moderate spatial resolution satellite data for detection and mapping of damages in agricultural fields. DESSERT Nataliia Kussul, Sofiia Drozd, Sergii Skakun, Erik Duncan, Inbal Becker-Reshef
2023	J	`jnl`	How Well Do EO-Based Food Security Warning Systems for Food Security Agree? Comparison of NDVI-Based Vegetation Anomaly Maps in West Africa. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Agnès Bégué, Simon Madec, Louise Lemettais, Louise Leroux, Roberto Interdonato, Inbal Becker-Reshef, Brian Barker, Christina Justice, Hervé Kerdiles, Michele Meroni
2023	J	`jnl`	How accurate are existing land cover maps for agriculture in Sub-Saharan Africa? CoRR Hannah Kerner, Catherine Nakalembe, Adam Yang, Ivan Zvonkov, Ryan McWeeny, Gabriel Tseng, Inbal Becker-Reshef
2023	J	`jnl`	Improve State-Level Wheat Yield Forecasts in Kazakhstan on GEOGLAM's EO Data by Leveraging A Simple Spatial-Aware Technique. CoRR Anh Nhat Nhu, Ritvik Sahajpal, Christina Justice, Inbal Becker-Reshef
2023	C	`conf`	Rapid Response Crop Planting Detection over Ukraine using Synthetic Aperture Radar. IGARSS Mehdi Hosseini, Inbal Becker-Reshef, Saeed Khabbazan, Josef Wagner, Shabarinath Nair, Yuval Sadeh, Sheila Baber, Sergii Skakun, Erik Lindquist, Gary Eilerts
2023	J	`jnl`	Satellite Data Shows Resilience of Tigrayan Farmers in Crop Cultivation During Civil War. CoRR Hannah Kerner, Catherine Nakalembe, Benjamin Yeh, Ivan Zvonkov, Sergii Skakun, Inbal Becker-Reshef, Amy McNally
2023	J	`jnl`	TRANCO: Thermo radiometric normalization of crop observations. Int. J. Appl. Earth Obs. Geoinformation Juanma Cintas Rodríguez, Belen Franch, Kristof Van Tricht, Hendrik Boogaard, Jeroen Degerickx, Inbal Becker-Reshef, Italo Moletto-Lobos, Bertran Mollà-Bononad, José Antonio Sobrino, Sven Gilliams, Zoltan Szantoi
2023	C	`conf`	Two Decades of Winter Wheat Expansion & Intensification in Russia. IGARSS Christian Abys, Sergii Skakun, Inbal Becker-Reshef
2022	—	`conf`	High-Impact Hot Spots of Land Cover Land Use Change in Ukraine. DESSERT Sergii Skakun, Christian Abys, Michael Oluwatosin Adegbenro, Inbal Becker-Reshef, Erik Duncan, Jaemin Eun, Joanne Hall, Abdul Qadir, Leonid Shumilo, Yiming Zhang, Nataliia Kussul, Andrii Shelestov, Alexander V. Prishchepov
2021	J	`jnl`	A Comparison between Support Vector Machine and Water Cloud Model for Estimating Crop Leaf Area Index. Remote. Sens. Mehdi Hosseini, Heather McNairn, Scott W. Mitchell, Laura Dingle Robertson, Andrew A. Davidson, Nima Ahmadian, Avik Bhattacharya, Erik Borg, Christopher Conrad, Katarzyna Dabrowska-Zielinska, Diego de Abelleyra, Radoslaw Gurdak, Vineet Kumar, Nataliia Kussul, Dipankar Mandal, Y. S. Rao, Nicanor Saliendra, Andrii Shelestov, Daniel Spengler, Santiago R. Verón, Saeid Homayouni, Inbal Becker-Reshef
2021	C	`conf`	COIVD-19 Impact Monitoring for Agriculutre. IGARSS Benjamin Koetz, Bradley Doorn, Shin-ichi Sobue, Inbal Becker-Reshef, Pierre Defourny, Sophie Bontemps, Philippe Malcorps, Pierre Houdmont, Brian Barker, Christina Justice, Hannah Kerner, Gabriel Tseng, Kei Oyoshi, Yoshinobu Sasaki, Keishiro Nakamoto, Olaf Veerman
2021	C	`conf`	Crop Yield Forecast at Field Scale Using Deep Neural Network Algorithm. IGARSS Mehdi Hosseini, Inbal Becker-Reshef, Ritvik Sahajpal, Lucas Fontana, Pedro Lafluf, Guillermo Leale, Estefania Puricelli, Sergii Skakun, Mauricio Varela
2021	C	`conf`	Forecasting Wheat Yield Using Remote Sensing: The ARYA Forecasting System. IGARSS Belen Franch, Eric F. Vermote, Sergii Skakun, Andrés Santamaría-Artigas, Natacha I. Kalecinski, Jean-Claude Roger, Inbal Becker-Reshef, Brian Barker, José Antonio Sobrino, Christopher Justice
2021	C	`conf`	Generating Winter Wheat Global Crop Calendars in the Framework of Worldcereal. IGARSS Juanma Cintas Rodríguez, Belen Franch, Inbal Becker-Reshef, Sergii Skakun, José Antonio Sobrino, Kristof Van Tricht, Jeroen Degerickx, Sven Gilliams
2021	—	`conf`	Learning To Predict Crop Type From Heterogeneous Sparse Labels Using Meta-Learning. CVPR Workshops Gabriel Tseng, Hannah Kerner, Catherine Nakalembe, Inbal Becker-Reshef
2021	J	`jnl`	Mapping the Location and Extent of 2019 Prevent Planting Acres in South Dakota Using Remote Sensing Techniques. Remote. Sens. Afolarin Fahd Lawal, Hannah Kerner, Inbal Becker-Reshef, Seth Meyer
2021	J	`jnl`	The ARYA crop yield forecasting algorithm: Application to the main wheat exporting countries. Int. J. Appl. Earth Obs. Geoinformation Belen Franch, Eric F. Vermote, Sergii Skakun, Andrés Santamaría-Artigas, Natacha I. Kalecinski, Jean-Claude Roger, Inbal Becker-Reshef, Brian Barker, Chris Justice, José A. Sobrino
2021	J	`jnl`	Within-Field Rice Yield Estimation Based on Sentinel-2 Satellite Data. Remote. Sens. Belen Franch, Alberto San Bautista, David Fita, Constanza Rubio, Daniel Tarrazó-Serrano, Antonio Sánchez, Sergii Skakun, Eric F. Vermote, Inbal Becker-Reshef, Antonio Uris
2020	C	`conf`	Crop Harvest Monitoring Using Polarimetric SAR Parameters. IGARSS Mehdi Hosseini, Inbal Becker-Reshef, Chris Justice
2020	J	`jnl`	Evaluating the Impact of the 2020 Iowa Derecho on Corn and Soybean Fields Using Synthetic Aperture Radar. Remote. Sens. Mehdi Hosseini, Hannah Rae Kerner, Ritvik Sahajpal, Estefania Puricelli, Yu-Hsiang Lu, Afolarin Fahd Lawal, Michael L. Humber, Mary Mitkish, Seth Meyer, Inbal Becker-Reshef
2020	J	`jnl`	Field-Level Crop Type Classification with k Nearest Neighbors: A Baseline for a New Kenya Smallholder Dataset. CoRR Hannah Kerner, Catherine Nakalembe, Inbal Becker-Reshef
2020	C	`conf`	NASA Harvest(ing) Earth Observations for Informed Agricultural Decisions. IGARSS Alyssa K. Whitcraft, Inbal Becker-Reshef, Christopher O. Justice
2020	J	`jnl`	Rapid Response Crop Maps in Data Sparse Regions. CoRR Hannah Kerner, Gabriel Tseng, Inbal Becker-Reshef, Catherine Nakalembe, Brian Barker, Blake Munshell, Madhava Paliyam, Mehdi Hosseini
2020	J	`jnl`	Remote Sensing of Coconut Trees in Tonga Using Very High Spatial Resolution WorldView-3 Data. Remote. Sens. Eric F. Vermote, Sergii Skakun, Inbal Becker-Reshef, Keiko Saito
2020	J	`jnl`	Resilient In-Season Crop Type Classification in Multispectral Satellite Observations using Growth Stage Normalization. CoRR Hannah Kerner, Ritvik Sahajpal, Sergii Skakun, Inbal Becker-Reshef, Brian Barker, Mehdi Hosseini, Estefania Puricelli, Patrick C. Gray
2019	J	`jnl`	Remote sensing based yield monitoring: Application to winter wheat in United States and Ukraine. Int. J. Appl. Earth Obs. Geoinformation Belen Franch, Eric F. Vermote, Sergii Skakun, Jean-Claude Roger, Inbal Becker-Reshef, Emilie Murphy, Christopher O. Justice
2018	C	`conf`	Enhancing Remote Sensing Based Yield Forecasting: Application to Winter Wheat in United States. IGARSS Belen Franch, Eric F. Vermote, Serhiy Skakun, Jean-Claude Roger, Inbal Becker-Reshef, Christopher O. Justice
2018	C	`conf`	Geoglam Best Available Crop-Specific Global Maps: Strengths and Limitations. IGARSS Patricia Oliva, Brian Barker, Inbal Becker-Reshef
2018	C	`conf`	Geoglam: A Geo Initiative on Global Agricultural Monitoring. IGARSS Inbal Becker-Reshef, Christopher Justice, Alyssa K. Whitcraft, Ian Jarvis
2018	J	`jnl`	Prior Season Crop Type Masks for Winter Wheat Yield Forecasting: A US Case Study. Remote. Sens. Inbal Becker-Reshef, Belen Franch, Brian Barker, Emilie Murphy, Andrés Santamaría-Artigas, Michael Humber, Sergii Skakun, Eric F. Vermote
2017	J	`jnl`	A 30+ Year AVHRR Land Surface Reflectance Climate Data Record and Its Application to Wheat Yield Monitoring. Remote. Sens. Belen Franch, Eric F. Vermote, Jean-Claude Roger, Emilie Murphy, Inbal Becker-Reshef, Christopher Justice, Martin Claverie, Jyoteshwar R. Nagol, Ivan Csiszar, Dave Meyer, Frédéric Baret, Edward J. Masuoka, Robert E. Wolfe, Sadashiva Devadiga
2016	C	`conf`	Drought impact on wheat yield in Oklahoma and Nebraska: A remote sensing perspective. IGARSS Jie Zhang, Inbal Becker-Reshef
2016	C	`conf`	Incorporating yearly derived winter wheat maps into winter wheat yield forecasting model. IGARSS Sergii Skakun, Belen Franch, Jean-Claude Roger, Eric F. Vermote, Inbal Becker-Reshef, Christopher Justice, Andrés Santamaría-Artigas
2015	J	`jnl`	A Framework for Defining Spatially Explicit Earth Observation Requirements for a Global Agricultural Monitoring Initiative (GEOGLAM). Remote. Sens. Alyssa K. Whitcraft, Inbal Becker-Reshef, Christopher O. Justice
2015	J	`jnl`	Agricultural growing season calendars derived from MODIS surface reflectance. Int. J. Digit. Earth Alyssa K. Whitcraft, Inbal Becker-Reshef, Christopher Justice
2015	C	`conf`	Evaluation of the ASCAT surface soil moisture product for agricultural drought monitoring in USA. IGARSS Jie Zhang, Inbal Becker-Reshef, Christopher Justice
2015	J	`jnl`	Meeting Earth Observation Requirements for Global Agricultural Monitoring: An Evaluation of the Revisit Capabilities of Current and Planned Moderate Resolution Optical Earth Observing Missions. Remote. Sens. Alyssa K. Whitcraft, Inbal Becker-Reshef, Brian D. Killough, Christopher O. Justice
2014	C	`conf`	Evaluating the impacts of drought on crop production from satellite observations: A case study in Kansas. IGARSS Jie Zhang, Inbal Becker-Reshef, Christopher Justice
2014	J	`jnl`	Wheat Yield Forecasting for Punjab Province from Vegetation Index Time Series and Historic Crop Statistics. Remote. Sens. Jan Dempewolf, Bernard Adusei, Inbal Becker-Reshef, Matthew C. Hansen, Peter Potapov, Ahmad Khan, Brian Barker
2013	C	`conf`	Wheat production forecasting for Pakistan from satellite data. IGARSS Jan Dempewolf, Bernard Adusei, Inbal Becker-Reshef, Brian Barker, Peter Potapov, Matthew C. Hansen, Christopher Justice
2010	J	`jnl`	Estimating Global Cropland Extent with Multi-year MODIS Data. Remote. Sens. Kyle Pittman, Matthew C. Hansen, Inbal Becker-Reshef, Peter V. Potapov, Christopher O. Justice
2010	J	`jnl`	Monitoring Global Croplands with Coarse Resolution Earth Observations: The Global Agriculture Monitoring (GLAM) Project. Remote. Sens. Inbal Becker-Reshef, Christopher Justice, Mark Sullivan, Eric F. Vermote, Compton J. Tucker, Assaf Anyamba, Jennifer Small, Edwin W. Pak, Edward J. Masuoka, Jeff Schmaltz, Matthew C. Hansen, Kyle Pittman, Charon Birkett, Derrick Williams, Curt Reynolds, Bradley Doorn