EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification

14 June 2021

Papers citing "EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification"

11 / 11 papers shown

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 65 0 0 18 Apr 2025
Geospatial foundation models for image analysis: evaluating and enhancing NASA-IBM Prithvi's domain adaptability Chia-Yu Hsu Wenwen Li Sizhe Wang 42 12 0 31 Aug 2024
EuroCropsML: A Time Series Benchmark Dataset For Few-Shot Crop Type Classification Joana Reuss Jan Macdonald Simon Becker Lorenz Richter Marco Körner 68 1 0 24 Jul 2024
Deep Learning for Satellite Image Time Series Analysis: A Review Lynn Miller Charlotte Pelletier Geoffrey I. Webb 35 18 0 05 Apr 2024
XAI for Early Crop Classification Ayshah Chan M. Schneider Marco Körner AI4TS 34 2 0 10 Oct 2023
Harnessing Administrative Data Inventories to Create a Reliable Transnational Reference Database for Crop Type Monitoring M. Schneider Marco Körner 21 1 0 10 Oct 2023
Boosting Crop Classification by Hierarchically Fusing Satellite, Rotational, and Contextual Data Valentin Barrière M. Claverie M. Schneider G. Lemoine R. d’Andrimont 21 13 0 19 May 2023
Annual field-scale maps of tall and short crops at the global scale using GEDI and Sentinel-2 S. D. Tommaso Sherrie Wang Vivek Vajipey N. Gorelick R. Strey David B. Lobell 21 15 0 19 Dec 2022
EarthNets: Empowering AI in Earth Observation Zhitong Xiong Fahong Zhang Yi Wang Yilei Shi Xiao Xiang Zhu 101 73 0 10 Oct 2022
Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding Joachim Nyborg Charlotte Pelletier Ira Assent 22 19 0 17 Mar 2022
Crop mapping from image time series: deep learning with multi-scale label hierarchies Mehmet Özgür Türkoglu Stefano Dáronco Gregor Perich F. Liebisch Constantin Streit Konrad Schindler Jan Dirk Wegner 87 129 0 17 Feb 2021