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2020 – today
- 2026
[j20]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:
Enhancing WorldCereal crop calendars with land surface phenology and machine learning. Ecol. Informatics 95: 103742 (2026)- [i16]Syed Waqas Zamir, Wassim Hamidouche, Boulbaba Ben Amor, Luana Marotti, Inbal Becker-Reshef, Juan M. Lavista Ferres:
BYOL: Bring Your Own Language Into LLMs. CoRR abs/2601.10804 (2026) - [i15]Girmaw Abebe Tadesse, Titien Bartette, Andrew Hassanali, Allen Kim, Jonathan Chemla, Andrew Zolli, Yves Ubelmann, Caleb Robinson, Inbal Becker-Reshef, Juan M. Lavista Ferres:
Satellite-Based Detection of Looted Archaeological Sites Using Machine Learning. CoRR abs/2602.19608 (2026) - [i14]Isaac Corley, Caleb Robinson, Inbal Becker-Reshef, Juan M. Lavista Ferres:
From Pixels to Patches: Pooling Strategies for Earth Embeddings. CoRR abs/2603.02080 (2026) - [i13]Akram Zaytar, Rohan Sawahn, Caleb Robinson, Gilles Quentin Hacheme, Girmaw Abebe Tadesse, Inbal Becker-Reshef, Rahul Dodhia, Juan M. Lavista Ferres:
GeoAI Agency Primitives. CoRR abs/2604.01869 (2026) - [i12]Girmaw Abebe Tadesse, Titien Bartette, Andrew Hassanali, Allen Kim, Jonathan Chemla, Andrew Zolli, Yves Ubelmann, Caleb Robinson, Inbal Becker-Reshef, Juan M. Lavista Ferres:
WATCH: Wide-Area Archaeological Site Tracking for Change Detection. CoRR abs/2605.08160 (2026) - [i11]Caleb Robinson, Gedeon Muhawenayo, Subash Khanal, Zhanpei Fang, Isaac Corley, Ana María Tárano, Lyndon D. Estes, Jennifer Marcus, Nathan Jacobs, Hannah Kerner, Inbal Becker-Reshef, Juan M. Lavista Ferres:
The first global agricultural field boundary map at 10m resolution. CoRR abs/2605.11055 (2026) - 2025
- [j19]Katarzyna Cyran, Belen Franch, Eatidal Amin, Santiago Belda, Francesco Fava, James Wheeler, Italo Moletto-Lobos, Ahmed El Baroudy, Inbal Becker-Reshef, Zoltan Szantoi:
Retrieving crop phenology at field-scale in the Nile Delta based on Sen2Like and PlanetScope data. Int. J. Appl. Earth Obs. Geoinformation 142: 104716 (2025) - [j18]Bohdan Yailymov, Hanna Yailymova, Andrii Kolotii, Andrii Shelestov, Sergii Skakun, Sheila Baber, Inbal Becker-Reshef, Nataliia Kussul:
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. 18: 19129-19144 (2025) - [c20]Christina Butsko, Gabriel Tseng, Kristof Van Tricht, Giorgia Milli, David Rolnick, Ruben Cartuyvels, Inbal Becker-Reshef, Zoltan Szantoi, Hannah Kerner:
Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal. TerraBytes 2025: 13-31 - [i10]Christina Butsko, Kristof Van Tricht, Gabriel Tseng, Giorgia Milli, David Rolnick, Ruben Cartuyvels, Inbal Becker-Reshef, Zoltan Szantoi, Hannah Kerner:
Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal. CoRR abs/2508.00858 (2025) - [i9]Amit Misra, Syed Waqas Zamir, Wassim Hamidouche, Inbal Becker-Reshef, Juan M. Lavista Ferres:
AI Diffusion in Low Resource Language Countries. CoRR abs/2511.02752 (2025) - [i8]Ivan Zvonkov, Gabriel Tseng, Inbal Becker-Reshef, Hannah Kerner:
Cropland Mapping using Geospatial Embeddings. CoRR abs/2511.02923 (2025) - [i7]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:
TEMPO: Global Temporal Building Density and Height Estimation from Satellite Imagery. CoRR abs/2511.12104 (2025) - 2023
- [j17]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:
TRANCO: Thermo radiometric normalization of crop observations. Int. J. Appl. Earth Obs. Geoinformation 118: 103283 (2023) - [j16]Agnès Bégué, Simon Madec, Louise Lemettais, Louise Leroux, Roberto Interdonato, Inbal Becker-Reshef, Brian Barker, Christina Justice, Hervé Kerdiles, Michele Meroni:
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. 16: 1641-1653 (2023) - [c19]Nataliia Kussul, Sofiia Drozd, Sergii Skakun, Erik Duncan, Inbal Becker-Reshef:
Fusion of very high and moderate spatial resolution satellite data for detection and mapping of damages in agricultural fields. DESSERT 2023: 1-7 - [c18]Mehdi Hosseini, Inbal Becker-Reshef, Saeed Khabbazan, Josef Wagner, Shabarinath Nair, Yuval Sadeh, Sheila Baber, Sergii Skakun, Erik Lindquist, Gary Eilerts:
Rapid Response Crop Planting Detection over Ukraine using Synthetic Aperture Radar. IGARSS 2023: 1768-1770 - [c17]Christian Abys, Sergii Skakun, Inbal Becker-Reshef:
Two Decades of Winter Wheat Expansion & Intensification in Russia. IGARSS 2023: 3017-3020 - [i6]Anh Nhat Nhu, Ritvik Sahajpal, Christina Justice, Inbal Becker-Reshef:
Improve State-Level Wheat Yield Forecasts in Kazakhstan on GEOGLAM's EO Data by Leveraging A Simple Spatial-Aware Technique. CoRR abs/2306.04646 (2023) - [i5]Hannah Kerner, Catherine Nakalembe, Adam Yang, Ivan Zvonkov, Ryan McWeeny, Gabriel Tseng, Inbal Becker-Reshef:
How accurate are existing land cover maps for agriculture in Sub-Saharan Africa? CoRR abs/2307.02575 (2023) - [i4]Hannah Kerner, Catherine Nakalembe, Benjamin Yeh, Ivan Zvonkov, Sergii Skakun, Inbal Becker-Reshef, Amy McNally:
Satellite Data Shows Resilience of Tigrayan Farmers in Crop Cultivation During Civil War. CoRR abs/2312.10819 (2023) - 2022
- [c16]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:
High-Impact Hot Spots of Land Cover Land Use Change in Ukraine. DESSERT 2022: 1-5 - 2021
- [j15]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:
The ARYA crop yield forecasting algorithm: Application to the main wheat exporting countries. Int. J. Appl. Earth Obs. Geoinformation 104: 102552 (2021) - [j14]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:
A Comparison between Support Vector Machine and Water Cloud Model for Estimating Crop Leaf Area Index. Remote. Sens. 13(7): 1348 (2021) - [j13]Afolarin Fahd Lawal, Hannah Kerner, Inbal Becker-Reshef, Seth Meyer:
Mapping the Location and Extent of 2019 Prevent Planting Acres in South Dakota Using Remote Sensing Techniques. Remote. Sens. 13(13): 2430 (2021) - [j12]Belen Franch, Alberto San Bautista, David Fita, Constanza Rubio, Daniel Tarrazó-Serrano, Antonio Sánchez, Sergii Skakun, Eric F. Vermote, Inbal Becker-Reshef, Antonio Uris:
Within-Field Rice Yield Estimation Based on Sentinel-2 Satellite Data. Remote. Sens. 13(20): 4095 (2021) - [c15]Gabriel Tseng, Hannah Kerner, Catherine Nakalembe, Inbal Becker-Reshef:
Learning To Predict Crop Type From Heterogeneous Sparse Labels Using Meta-Learning. CVPR Workshops 2021: 1111-1120 - [c14]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:
COIVD-19 Impact Monitoring for Agriculutre. IGARSS 2021: 1567-1570 - [c13]Mehdi Hosseini, Inbal Becker-Reshef, Ritvik Sahajpal, Lucas Fontana, Pedro Lafluf, Guillermo Leale, Estefania Puricelli, Sergii Skakun, Mauricio Varela:
Crop Yield Forecast at Field Scale Using Deep Neural Network Algorithm. IGARSS 2021: 6080-6083 - [c12]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:
Forecasting Wheat Yield Using Remote Sensing: The ARYA Forecasting System. IGARSS 2021: 6419-6422 - [c11]Juanma Cintas Rodríguez, Belen Franch, Inbal Becker-Reshef, Sergii Skakun, José Antonio Sobrino, Kristof Van Tricht, Jeroen Degerickx, Sven Gilliams:
Generating Winter Wheat Global Crop Calendars in the Framework of Worldcereal. IGARSS 2021: 6583-6586 - 2020
- [j11]Eric F. Vermote, Sergii Skakun, Inbal Becker-Reshef, Keiko Saito:
Remote Sensing of Coconut Trees in Tonga Using Very High Spatial Resolution WorldView-3 Data. Remote. Sens. 12(19): 3113 (2020) - [j10]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:
Evaluating the Impact of the 2020 Iowa Derecho on Corn and Soybean Fields Using Synthetic Aperture Radar. Remote. Sens. 12(23): 3878 (2020) - [c10]Alyssa K. Whitcraft, Inbal Becker-Reshef, Christopher O. Justice:
NASA Harvest(ing) Earth Observations for Informed Agricultural Decisions. IGARSS 2020: 3706-3708 - [c9]Mehdi Hosseini, Inbal Becker-Reshef, Chris Justice:
Crop Harvest Monitoring Using Polarimetric SAR Parameters. IGARSS 2020: 4175-4178 - [i3]Hannah Kerner, Catherine Nakalembe, Inbal Becker-Reshef:
Field-Level Crop Type Classification with k Nearest Neighbors: A Baseline for a New Kenya Smallholder Dataset. CoRR abs/2004.03023 (2020) - [i2]Hannah Kerner, Gabriel Tseng, Inbal Becker-Reshef, Catherine Nakalembe, Brian Barker, Blake Munshell, Madhava Paliyam, Mehdi Hosseini:
Rapid Response Crop Maps in Data Sparse Regions. CoRR abs/2006.16866 (2020) - [i1]Hannah Kerner, Ritvik Sahajpal, Sergii Skakun, Inbal Becker-Reshef, Brian Barker, Mehdi Hosseini, Estefania Puricelli, Patrick C. Gray:
Resilient In-Season Crop Type Classification in Multispectral Satellite Observations using Growth Stage Normalization. CoRR abs/2009.10189 (2020)
2010 – 2019
- 2019
- [j9]Belen Franch, Eric F. Vermote, Sergii Skakun, Jean-Claude Roger, Inbal Becker-Reshef, Emilie Murphy, Christopher O. Justice:
Remote sensing based yield monitoring: Application to winter wheat in United States and Ukraine. Int. J. Appl. Earth Obs. Geoinformation 76: 112-127 (2019) - 2018
- [j8]Inbal Becker-Reshef, Belen Franch, Brian Barker, Emilie Murphy, Andrés Santamaría-Artigas, Michael Humber, Sergii Skakun, Eric F. Vermote:
Prior Season Crop Type Masks for Winter Wheat Yield Forecasting: A US Case Study. Remote. Sens. 10(10): 1659 (2018) - [c8]Inbal Becker-Reshef, Christopher Justice, Alyssa K. Whitcraft, Ian Jarvis:
Geoglam: A Geo Initiative on Global Agricultural Monitoring. IGARSS 2018: 8155-8157 - [c7]Belen Franch, Eric F. Vermote, Serhiy Skakun, Jean-Claude Roger, Inbal Becker-Reshef, Christopher O. Justice:
Enhancing Remote Sensing Based Yield Forecasting: Application to Winter Wheat in United States. IGARSS 2018: 8177-8180 - [c6]Patricia Oliva, Brian Barker, Inbal Becker-Reshef:
Geoglam Best Available Crop-Specific Global Maps: Strengths and Limitations. IGARSS 2018: 8183-8186 - 2017
- [j7]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:
A 30+ Year AVHRR Land Surface Reflectance Climate Data Record and Its Application to Wheat Yield Monitoring. Remote. Sens. 9(3): 296 (2017) - 2016
- [c5]Jie Zhang, Inbal Becker-Reshef:
Drought impact on wheat yield in Oklahoma and Nebraska: A remote sensing perspective. IGARSS 2016: 6288-6291 - [c4]Sergii Skakun, Belen Franch, Jean-Claude Roger, Eric F. Vermote, Inbal Becker-Reshef, Christopher Justice, Andrés Santamaría-Artigas:
Incorporating yearly derived winter wheat maps into winter wheat yield forecasting model. IGARSS 2016: 7164-7167 - 2015
- [j6]Alyssa K. Whitcraft, Inbal Becker-Reshef, Christopher Justice:
Agricultural growing season calendars derived from MODIS surface reflectance. Int. J. Digit. Earth 8(3): 173-197 (2015) - [j5]Alyssa K. Whitcraft, Inbal Becker-Reshef, Christopher O. Justice:
A Framework for Defining Spatially Explicit Earth Observation Requirements for a Global Agricultural Monitoring Initiative (GEOGLAM). Remote. Sens. 7(2): 1461-1481 (2015) - [j4]Alyssa K. Whitcraft, Inbal Becker-Reshef, Brian D. Killough, Christopher O. Justice:
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. 7(2): 1482-1503 (2015) - [c3]Jie Zhang, Inbal Becker-Reshef, Christopher Justice:
Evaluation of the ASCAT surface soil moisture product for agricultural drought monitoring in USA. IGARSS 2015: 669-672 - 2014
- [j3]Jan Dempewolf, Bernard Adusei, Inbal Becker-Reshef, Matthew C. Hansen, Peter Potapov, Ahmad Khan, Brian Barker:
Wheat Yield Forecasting for Punjab Province from Vegetation Index Time Series and Historic Crop Statistics. Remote. Sens. 6(10): 9653-9675 (2014) - [c2]Jie Zhang, Inbal Becker-Reshef, Christopher Justice:
Evaluating the impacts of drought on crop production from satellite observations: A case study in Kansas. IGARSS 2014: 2058-2061 - 2013
- [c1]Jan Dempewolf, Bernard Adusei, Inbal Becker-Reshef, Brian Barker, Peter Potapov, Matthew C. Hansen, Christopher Justice:
Wheat production forecasting for Pakistan from satellite data. IGARSS 2013: 3239-3242 - 2010
- [j2]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:
Monitoring Global Croplands with Coarse Resolution Earth Observations: The Global Agriculture Monitoring (GLAM) Project. Remote. Sens. 2(6): 1589-1609 (2010) - [j1]Kyle Pittman, Matthew C. Hansen, Inbal Becker-Reshef, Peter V. Potapov, Christopher O. Justice:
Estimating Global Cropland Extent with Multi-year MODIS Data. Remote. Sens. 2(7): 1844-1863 (2010)
Coauthor Index
Belen Franch Gras
aka: Belen Franch
aka: Belen Franch
Hannah Kerner
aka: Hannah Rae Kerner
aka: Hannah Rae Kerner
Serhiy Skakun
aka: Sergii Skakun
aka: Sergii Skakun
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