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Keyword

crop classification

Description: Crop classification is the identification and categorization of crop types, often using satellite, aerial, or drone imagery and computational methods.
OpenAlex ID: keywords/crop-classification
Deep learning in agriculture: A survey
2018 · Andreas Kamilaris, Francesc X. Prenafeta-Boldú · Computers and Electronics in Agriculture · 5,213
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A uniform decimal code for growth stages of crops and weeds
1991 · PETER D. LANCASHIRE, H. BLEIHOLDER, et al. · Annals of Applied Biology · 1,966
Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data
2017 · Nataliia Kussul, Mykola Lavreniuk, et al. · IEEE Geoscience and Remote Sensing Letters · 1,794
MIRCA2000—Global monthly irrigated and rainfed crop areas around the year 2000: A new high‐resolution data set for agricultural and hydrological modeling
2010 · Felix T. Portmann, Stefan Siebert, et al. · Global Biogeochemical Cycles · 1,562
Recent Advances of Hyperspectral Imaging Technology and Applications in Agriculture
2020 · Bing Lu, Phuong Dao, et al. · Remote Sensing · 1,250
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Deep learning based multi-temporal crop classification
2018 · Liheng Zhong, Lina Hu, et al. · Remote Sensing of Environment · 1,036
First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe
2016 · Markus Immitzer, Francesco Vuolo, et al. · Remote Sensing · 950
Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis
2017 · Mariana Belgiu, Ovidiu Csillik · Remote Sensing of Environment · 925
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Analysis of time-series MODIS 250 m vegetation index data for crop classification in the U.S. Central Great Plains
2007 · Brian D. Wardlow, Stephen L. Egbert, et al. · Remote Sensing of Environment · 886
Precision Agriculture Techniques and Practices: From Considerations to Applications
2019 · Uferah Shafi, Rafia Mumtaz, et al. · Sensors · 794
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Large-area crop mapping using time-series MODIS 250 m NDVI data: An assessment for the U.S. Central Great Plains
2007 · Brian D. Wardlow, Stephen L. Egbert · Remote Sensing of Environment · 769
Onions and other vegetable alliums
2008 · CABI eBooks · 683
Photosynthate and Nitrogen Requirements for Seed Production by Various Crops
1975 · T. R. Sinclair, C. T. de Wit · Science · 652
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Toward intelligent training of supervised image classifications: directing training data acquisition for SVM classification
2004 · Giles M. Foody, Ajay Mathur · Remote Sensing of Environment · 620
WHU-Hi: UAV-borne hyperspectral with high spatial resolution (H2) benchmark datasets and classifier for precise crop identification based on deep convolutional neural network with CRF
2020 · Yanfei Zhong, Xin Hu, et al. · Remote Sensing of Environment · 606
Intra-annual reflectance composites from Sentinel-2 and Landsat for national-scale crop and land cover mapping
2018 · Patrick Griffiths, Claas Nendel, et al. · Remote Sensing of Environment · 544
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A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach
2018 · Yaping Cai, Kaiyu Guan, et al. · Remote Sensing of Environment · 539
A Markov random field model for classification of multisource satellite imagery
1996 · A.H.S. Solberg, T. Taxt, et al. · IEEE Transactions on Geoscience and Remote Sensing · 464
CropDeep: The Crop Vision Dataset for Deep-Learning-Based Classification and Detection in Precision Agriculture
2019 · Yang-Yang Zheng, Jian-Lei Kong, et al. · Sensors · 463
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Automation in Agriculture by Machine and Deep Learning Techniques: A Review of Recent Developments
2021 · Muhammad Hammad Saleem, Johan Potgieter, et al. · Precision Agriculture · 435
Crop type mapping without field-level labels: Random forest transfer and unsupervised clustering techniques
2019 · Sherrie Wang, George Azzari, et al. · Remote Sensing of Environment · 429
Near real-time agriculture monitoring at national scale at parcel resolution: Performance assessment of the Sen2-Agri automated system in various cropping systems around the world
2018 · Pierre Defourny, Sophie Bontemps, et al. · Remote Sensing of Environment · 423
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UAV-based crop and weed classification for smart farming
2017 · Philipp Lottes, Raghav Khanna, et al. · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · 402
3D Convolutional Neural Networks for Crop Classification with Multi-Temporal Remote Sensing Images
2018 · Shunping Ji, Chi Zhang, et al. · Remote Sensing · 397
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Radar Remote Sensing of Agricultural Canopies: A Review
2017 · Susan C. Steele-Dunne, Heather McNairn, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 396
Works count: 6,833
Citation count: 103,200
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