Rapid Response Crop Maps in Data Sparse Regions

Rapid Response Crop Maps in Data Sparse Regions

23 June 2020

I. Becker-Reshef

Madhava Paliyam

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Papers citing "Rapid Response Crop Maps in Data Sparse Regions"

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Title
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations Chenghao Xiao Hou Pong Chan Hao Zhang Mahani Aljunied Lidong Bing Noura Al Moubayed Yu Rong 179 0 0 18 Apr 2025
Towards Scalable Foundation Model for Multi-modal and Hyperspectral Geospatial Data Haozhe Si Yuxuan Wan Minh Do Deepak Vasisht Han Zhao Hendrik Hamann 173 0 0 17 Mar 2025
Country-Scale Cropland Mapping in Data-Scarce Settings Using Deep Learning: A Case Study of Nigeria Joaquín Gajardo Michele Volpi Daniel I. Onwude T. Defraeye 13 0 0 18 Dec 2023
CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders A. Fuller K. Millard James R. Green 103 72 0 01 Nov 2023
HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing Jonathan Xu Amna Elmustafa L. Weldegebriel Emnet Negash Richard Lee Chenlin Meng Stefano Ermon David B. Lobell 50 3 0 23 Aug 2023
GEO-Bench: Toward Foundation Models for Earth Monitoring Alexandre Lacoste Nils Lehmann Pau Rodríguez López Evan D. Sherwin Hannah Kerner ... David Vazquez Dava Newman Yoshua Bengio Stefano Ermon Xiao Xiang Zhu SSL ALM AI4CE 76 62 0 06 Jun 2023
Lightweight, Pre-trained Transformers for Remote Sensing Timeseries Gabriel Tseng Ruben Cartuyvels Ivan Zvonkov Mirali Purohit David Rolnick Hannah Kerner 143 66 0 27 Apr 2023
Using Machine Learning to generate an open-access cropland map from satellite images time series in the Indian Himalayan Region Danyang Li Joaquín Gajardo Michele Volpi T. Defraeye 39 2 0 28 Mar 2022
TIML: Task-Informed Meta-Learning for Agriculture Gabriel Tseng Hannah Kerner David Rolnick 82 7 0 04 Feb 2022
Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark Alexandre Lacoste Evan D. Sherwin Hannah Kerner Hamed Alemohammad Bjorn Lutjens ... Alex Chang Mehmet Gunturkun Alexandre Drouin Pau Rodríguez López David Vazquez AI4Cl AI4CE 60 31 0 01 Dec 2021
SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning Christopher Yeh Chenlin Meng Sherrie Wang Anne Driscoll Erik Rozi Patrick Liu Jihyeon Janel Lee Marshall Burke David B. Lobell Stefano Ermon 122 60 0 08 Nov 2021
Tackling Climate Change with Machine Learning David Rolnick P. Donti L. Kaack K. Kochanski Alexandre Lacoste ... Demis Hassabis John C. Platt F. Creutzig J. Chayes Yoshua Bengio AI4Cl AI4CE 110 817 0 10 Jun 2019