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TITLE = "Canopy-Level Spectral Variation and Classification of Diverse Crop
Species with Fine Spatial Resolution Imaging Spectroscopy",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "8",
PAGES = "1447",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312629"}
@article{bb318101,
AUTHOR = "Sun, J.L. and Yan, S. and Alexandridis, T. and Yao, X.C. and Zhou, H. and Gao, B. and Huang, J.X. and Yang, J.Y. and Li, Y.",
TITLE = "Enhancing Crop Mapping through Automated Sample Generation Based on
Segment Anything Model with Medium-Resolution Satellite Imagery",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "9",
PAGES = "1505",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312630"}
@article{bb318102,
AUTHOR = "Qiao, D. and Yang, J.T. and Bai, B. and Li, G.W. and Wang, J.G. and Li, Z.H. and Liu, J.C. and Liu, J.Y.",
TITLE = "Non-Destructive Monitoring of Peanut Leaf Area Index by Combing UAV
Spectral and Textural Characteristics",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "12",
PAGES = "2182",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312631"}
@article{bb318103,
AUTHOR = "Gong, J.L. and Zhong, X. and Zhu, R.F. and Xu, Z.X. and Wang, D. and Yin, J.",
TITLE = "An Angle Effect Correction Method for High-Resolution Satellite
Side-View Imaging Data to Improve Crop Monitoring Accuracy",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "12",
PAGES = "2172",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312632"}
@article{bb318104,
AUTHOR = "Breunig, F.M. and Dalagnol, R. and Galvao, L.S. and da Conceicao Bispo, P. and Liu, Q. and Berra, E.F. and Gaida, W. and Liesenberg, V. and Sampaio, T.V.M.",
TITLE = "Monitoring Cover Crop Biomass in Southern Brazil Using Combined
PlanetScope and Sentinel-1 SAR Data",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "15",
PAGES = "2686",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312633"}
@article{bb318105,
AUTHOR = "Chen, H.L. and He, G.J. and Peng, X.L. and Wang, G.Z. and Yin, R.Y.",
TITLE = "A Multi-Scale Feature Fusion Deep Learning Network for the Extraction
of Cropland Based on Landsat Data",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "21",
PAGES = "4071",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312634"}
@article{bb318106,
AUTHOR = "Gharakhanlou, N.M. and Perez, L. and Coallier, N.",
TITLE = "Mapping Crop Types for Beekeepers Using Sentinel-2 Satellite Image
Time Series: Five Essential Crops in the Pollination Services",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "22",
PAGES = "4225",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312635"}
@article{bb318107,
AUTHOR = "Zhang, X.Y. and Cai, Z.W. and Hu, Q. and Yang, J.Y. and Wei, H.D. and You, L.Z. and Xu, B.D.",
TITLE = "Improving crop type mapping by integrating LSTM with temporal random
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JOURNAL = PandRS,
VOLUME = "218",
YEAR = "2024",
PAGES = "87-101",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312636"}
@article{bb318108,
AUTHOR = "Nau, A.W. and Lucieer, V. and Schimel, A.C.G. and Kunnath, H. and Ladroit, Y. and Martin, T.",
TITLE = "Advanced Detection and Classification of Kelp Habitats Using
Multibeam Echosounder Water Column Point Cloud Data",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "3",
PAGES = "449",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312637"}
@article{bb318109,
AUTHOR = "Gonzalez Ramirez, A. and Atzberger, C. and Torres Roman, D. and Lopez, J.",
TITLE = "Representation Learning of Multi-Spectral Earth Observation Time
Series and Evaluation for Crop Type Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "3",
PAGES = "378",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312638"}
@article{bb318110,
AUTHOR = "Zhang, J.J. and Zhao, L.F. and Yang, H.",
TITLE = "A Dual-Branch U-Net for Staple Crop Classification in Complex Scenes",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "4",
PAGES = "726",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312639"}
@article{bb318111,
AUTHOR = "Salehin, S.M.U. and Poudyal, C. and Rajan, N. and Bagavathiannan, M.",
TITLE = "Cover Crop Types Influence Biomass Estimation Using Unmanned Aerial
Vehicle-Mounted Multispectral Sensors",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "8",
PAGES = "1471",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312640"}
@article{bb318112,
AUTHOR = "Bourriz, M. and Hajji, H. and Laamrani, A. and Elbouanani, N. and Abdelali, H.A. and Bourzeix, F. and El Battay, A. and Amazirh, A. and Chehbouni, A.",
TITLE = "Integration of Hyperspectral Imaging and AI Techniques for Crop Type
Mapping: Present Status, Trends, and Challenges",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "9",
PAGES = "1574",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312641"}
@article{bb318113,
AUTHOR = "Wang, H.B. and Zhao, Y.Y. and Li, S.M. and Liu, Z. and Zhang, X.D.",
TITLE = "DeepCropClustering: A deep unsupervised clustering approach by
adopting nearest and farthest neighbors for crop mapping",
JOURNAL = PandRS,
VOLUME = "224",
YEAR = "2025",
PAGES = "187-201",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312642"}
@article{bb318114,
AUTHOR = "Mai, J.J. and Feng, Q. and Fu, S. and Wang, R. and Zhang, S.H. and Zhang, R. and Liang, T.G.",
TITLE = "Enhancing Crop Type Mapping in Data-Scarce Regions Through Transfer
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JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "9",
PAGES = "1494",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312643"}
@article{bb318115,
AUTHOR = "Kong, W.L. and Huang, X.Q. and Liu, J.L. and Liu, M. and Liu, L. and Guo, Y.",
TITLE = "Cascade Learning Early Classification: A Novel Cascade Learning
Classification Framework for Early-Season Crop Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "10",
PAGES = "1783",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312644"}
@article{bb318116,
AUTHOR = "Polilli, W. and Galieni, A. and Stagnari, F.",
TITLE = "Nitrate Content in Open Field Spinach, Applicative Case for
Hyperspectral Reflectance Data",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
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PAGES = "1873",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312645"}
@article{bb318117,
AUTHOR = "Zhang, Q.L. and Gong, Y. and Chen, Y. and Huang, Y.L. and Wang, T.F. and Zhang, S. and Wang, M. and Peng, Y. and Jiang, F. and Yang, F. and Wang, X.Q.",
TITLE = "Remote Estimation of Above-Ground Biomass Throughout the Entire
Growth Period for Crops with Conspicuous Spikes",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "12",
PAGES = "2067",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312646"}
@article{bb318118,
AUTHOR = "Chen, Y.L. and Xu, Z.Y. and Xu, H.F. and Xu, Z.H. and Wang, D.C. and Yan, X.J.",
TITLE = "Mapping Crop Types and Cropping Patterns Using Multiple-Source
Satellite Datasets in Subtropical Hilly and Mountainous Region of
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JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "13",
PAGES = "2282",
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@article{bb318119,
AUTHOR = "Yan, J. and Gu, X.F. and Chen, Y.X.",
TITLE = "CropSTS: A Remote Sensing Foundation Model for Cropland
Classification with Decoupled Spatiotemporal Attention",
JOURNAL = RS,
VOLUME = "17",
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NUMBER = "14",
PAGES = "2481",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312648"}
@article{bb318120,
AUTHOR = "Xiao, P. and Zhou, Y. and Qian, J.P. and Liu, Y.J. and Li, X.",
TITLE = "Spatiotemporal Mapping and Driving Mechanism of Crop Planting
Patterns on the Jianghan Plain Based on Multisource Remote Sensing
Fusion and Sample Migration",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "14",
PAGES = "2417",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312649"}
@article{bb318121,
AUTHOR = "Huang, X.Q. and Fang, M. and Kong, W. and Liu, J.L. and Wu, Y.X. and Liu, Z.J. and Qiao, Z. and Liu, L.",
TITLE = "HyperVTCN: A Deep Learning Method with Temporal and Feature Modeling
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JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "17",
PAGES = "3022",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312650"}
@article{bb318122,
AUTHOR = "Wang, Z.Y. and Akber, M.A. and Aziz, A.A.",
TITLE = "Application of Remote Sensing and Geographic Information Systems for
Monitoring and Managing Chili Crops: A Systematic Review",
JOURNAL = RS,
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@article{bb318123,
AUTHOR = "Wang, Y.X. and Wang, H. and Wang, X.",
TITLE = "A Method for the Extraction of Apocynum venetum L. Spatial
Distribution in Yuli County, Xinjiang, via an Improved SegFormer
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VOLUME = "17",
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NUMBER = "17",
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@article{bb318124,
AUTHOR = "Zhao, L.F. and Zhang, J.J. and Yang, H. and Xiao, C.C. and Wei, Y.J.",
TITLE = "A Multi-Branch Deep Learning Network for Crop Classification Based on
GF-2 Remote Sensing",
JOURNAL = RS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312653"}
@article{bb318125,
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TITLE = "Integrating Multi-Temporal Satellite Data and Machine Learning
Approaches for Crop Rotation Pattern Mapping in Thailand",
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AUTHOR = "Tufail, R. and Tassinari, P. and Torreggiani, D.",
TITLE = "Deep Learning Applications for Crop Mapping Using Multi-Temporal
Sentinel-2 Data and Red-Edge Vegetation Indices: Integrating
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NUMBER = "18",
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@article{bb318127,
AUTHOR = "Rowan, G.S.L. and Smart, J.N. and Roelfsema, C. and Phinn, S.R.",
TITLE = "Evaluating Macroalgal Hyperspectral Reflectance Separability in
Support of Kelp Mapping",
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@article{bb318128,
AUTHOR = "Nsigayehe, J.M.V. and Mo, X.G. and Liu, S.",
TITLE = "Land Suitability Assessment and Gap Analysis for Sustainable Taro
(Colocasia esculenta (L.) Schott) Production in Rwanda Using Remote
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JOURNAL = RS,
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YEAR = "2025",
NUMBER = "24",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312657"}
@article{bb318129,
AUTHOR = "Kang, A. and Li, H. and Luo, G.H. and Li, J.Y. and Yin, Z.",
TITLE = "A2Former: An Airborne Hyperspectral Crop Classification Framework
Based on a Fully Attention-Based Mechanism",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "2",
PAGES = "220",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312658"}
@article{bb318130,
AUTHOR = "Perez Flores, M. and Satge, F. and Molina Carpio, J. and Hostache, R. and Pillco Zola, R. and Tola, D. and Uscamayta Ferrano, E. and Bustillos, L. and Bonnet, M.P. and Duwig, C.",
TITLE = "Machine-Learning Crop-Type Mapping Sensitivity to Feature Selection
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YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312659"}
@article{bb318131,
AUTHOR = "Ren, J.H. and Jing, Y.T. and Zheng, X.M. and Li, S. and Li, K. and Mu, G.Y.",
TITLE = "Cropland Extraction Based on PlanetScope Images and a Newly Developed
CAFM-Net Model",
JOURNAL = RS,
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YEAR = "2026",
NUMBER = "4",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312660"}
@article{bb318132,
AUTHOR = "Mucsi, L. and Soti, M. and Litkey Kovacs, D. and Meszaros, J. and Vigh Szabo, D. and Szalma, E. and Tobak, Z. and Szatmari, J.",
TITLE = "Dual-Stream 2D and 3D-SE-ResNet Architectures for Crop Mapping Using
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YEAR = "2026",
NUMBER = "6",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312661"}
@article{bb318133,
AUTHOR = "Yu, S. and Li, R. and Du, W. and Su, L. and Na, B. and Yu, L.L.",
TITLE = "Hierarchical Extraction and Multi-Feature Optimization of Complex
Crop Planting Structures in the Hetao Irrigation District Based on
Multi-Source Remote Sensing Data",
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YEAR = "2026",
NUMBER = "6",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312662"}
@article{bb318134,
AUTHOR = "Madala, K. and Prasad, M.S.G.",
TITLE = "Crop Mapping Using Advanced Deep Learning Framework in Remote Sensing
Data",
JOURNAL = IJIG,
VOLUME = "26",
YEAR = "2026",
NUMBER = "7",
MONTH = "October",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312663"}
@article{bb318135,
AUTHOR = "Cheng, L. and Deng, C. and Zhou, C. and Zhang, Y. and Lu, H.J. and Li, Z. and Chen, S.Y.",
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Cropland Extraction Networks",
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YEAR = "2026",
NUMBER = "10",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312664"}
@article{bb318136,
AUTHOR = "Buechi, E. and Kokhan, S. and Podebradska, M. and Labudova, L. and Dolak, L. and Anic, M. and Bykin, A. and Drozdivskyi, O. and Dorigo, W.",
TITLE = "Testing a Novel Transfer Learning Approach to Estimate War-Related
Crop Yield Losses in Ukraine",
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YEAR = "2026",
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@article{bb318137,
AUTHOR = "Tukhtamishov, O. and Fawzy, M. and Abdelmohsen, K. and Barsi, A. and Kodirov, R. and Foldvary, L. and Mamatkulov, Z.",
TITLE = "A Comprehensive Machine Learning Approach for Crop Classification
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@article{bb318138,
AUTHOR = "Toth, M. and van Niekerk, A.",
TITLE = "Perennial Crop Type Discrimination with AVIRIS-NG Hyperspectral
Imagery and Machine Learning",
JOURNAL = RS,
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@inproceedings{bb318140,
AUTHOR = "Angarano, S. and Martini, M. and Navone, A. and Chiaberge, M.",
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BOOKTITLE = AgriVision24,
YEAR = "2024",
PAGES = "5450-5459",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927cr1.html#TT312669"}
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AUTHOR = "Wang, L.Q. and Yang, J.Y. and Zhang, Y. and Wang, F.Y. and Zheng, F.",
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BOOKTITLE = CVPR24,
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@inproceedings{bb318142,
AUTHOR = "Mohan, A. and Peeples, J.",
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@inproceedings{bb318143,
AUTHOR = "Zawish, M. and Albert, P. and Esposito, F. and Davy, S. and Abraham, L.",
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YEAR = "2022",
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@inproceedings{bb318145,
AUTHOR = "Santillan, J.R. and Gesta, J.L.E.",
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Plantations in Sentinel-2 Image",
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YEAR = "2021",
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AUTHOR = "Tseng, G. and Kerner, H. and Nakalembe, C. and Becker Reshef, I.",
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@inproceedings{bb318147,
AUTHOR = "Herrero Huerta, M. and Rahmani, S.R. and Rainey, K.M.",
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@inproceedings{bb318149,
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@inproceedings{bb318150,
AUTHOR = "Choros, T. and Oberski, T. and Kogut, T.",
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AUTHOR = "Rußwurm, M. and Korner, M.",
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AUTHOR = "Dvorak, P. and Mullerova, J. and Bartalos, T. and Bruna, J.",
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BOOKTITLE = UAV-g15,
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AUTHOR = "Costa, G.B.P. and Ponti, M.",
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AUTHOR = "Upadhyay, P. and Ghosh, S.K. and Kumar, A.",
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AUTHOR = "Maliki, A.A. and Owens, G. and Bruce, D.",
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AUTHOR = "Lechner, A.M. and Fletcher, A.T. and Johansen, K. and Erskine, P.D.",
TITLE = "Characterising Upland Swamps Using Object-based Classification Methods
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BOOKTITLE = ISPRS12,
YEAR = "2012",
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AUTHOR = "Musande, V. and Kumar, A. and Kale, K. and Roy, P.S.",
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YEAR = "2021",
PAGES = "308-326",
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Learning and Hidden Markov Models",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "2",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927phencr3.html#TT312716"}
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927phencr3.html#TT312717"}
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AUTHOR = "Wu, Y.C. and Wu, P.H. and Wu, Y. and Yang, H. and Wang, B.",
TITLE = "Remote Sensing Crop Recognition by Coupling Phenological Features and
Off-Center Bayesian Deep Learning",
JOURNAL = RS,
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YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927phencr3.html#TT312718"}
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field-level crop planting date estimation",
JOURNAL = PandRS,
VOLUME = "202",
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PAGES = "334-355",
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AUTHOR = "Lu, J. and He, T. and Song, D.X. and Wang, C.Q.",
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of Vegetation Phenology",
JOURNAL = RS,
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real-time crop type mapping",
JOURNAL = PandRS,
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TITLE = "A multi-sensor, phenology-based approach framework for mapping
cassava cultivation dynamics and intercropping in highly fragmented
agricultural landscapes",
JOURNAL = PandRS,
VOLUME = "228",
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JOURNAL = PandRS,
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TITLE = "On the Spectral-Phenological Features for Crop Mapping Under Complex
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JOURNAL = RS,
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YEAR = "2026",
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TITLE = "Improving Crop-Type Mapping in Fragmented Agricultural Landscapes
with Parcel Constraints and HLSS30-Derived Phenological Features",
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AUTHOR = "Wang, Z.Q. and Zhang, H.Y. and He, W. and Zhang, L.P.",
TITLE = "Phenology Alignment Network: A Novel Framework for Cross-Regional
Time Series Crop Classification",
BOOKTITLE = AgriVision21,
YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927phencr3.html#TT312728"}
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