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AUTHOR = "Lizarazo, I.",
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AUTHOR = "Malinverni, E.S. and Tassetti, A.N. and Bernardini, A.",
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AUTHOR = "Chmiel, J.",
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AUTHOR = "Delenne, C. and Rabatel, G. and Agurto, V. and Deshayes, M.",
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TITLE = "A new method of vegetation mapping by object-based classification using
high resolution satellite data",
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NUMBER = "21",
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AUTHOR = "Gilcher, M. and Udelhoven, T.",
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NUMBER = "11",
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NUMBER = "5",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307981"}
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agricultural fields and their multi-temporal dynamics using three
decades of Landsat data",
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YEAR = "2022",
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TITLE = "Extraction of Agricultural Fields via DASFNet with Dual Attention
Mechanism and Multi-scale Feature Fusion in South Xinjiang, China",
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NUMBER = "9",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307983"}
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TITLE = "MKANet: An Efficient Network with Sobel Boundary Loss for Land-Cover
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NUMBER = "18",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307984"}
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NUMBER = "4",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307985"}
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TITLE = "Backscattering Statistics of Indoor Full-Polarization Scatterometric
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YEAR = "2023",
NUMBER = "4",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307986"}
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AUTHOR = "Xu, Y. and Xue, X.Y. and Sun, Z. and Gu, W. and Cui, L.F. and Jin, Y. and Lan, Y.",
TITLE = "Deriving Agricultural Field Boundaries for Crop Management from
Satellite Images Using Semantic Feature Pyramid Network",
JOURNAL = RS,
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YEAR = "2023",
NUMBER = "11",
PAGES = "2937",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307987"}
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AUTHOR = "Li, M.M. and Long, J. and Stein, A. and Wang, X.Q.",
TITLE = "Using a semantic edge-aware multi-task neural network to delineate
agricultural parcels from remote sensing images",
JOURNAL = PandRS,
VOLUME = "200",
YEAR = "2023",
PAGES = "24-40",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307988"}
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AUTHOR = "Chen, L. and Song, W.L. and Sun, T. and Lu, Y.Z. and Jiang, W. and Liu, J. and Liu, H.J. and Feng, T.S. and Gui, R.J. and Abbas, H. and Meng, L.W. and Lin, S.J. and He, Q.",
TITLE = "Field Patch Extraction Based on High-Resolution Imaging and U2-Net++
Convolutional Neural Networks",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "20",
PAGES = "4900",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307989"}
@article{bb313438,
AUTHOR = "Awad, B. and Erer, I.",
TITLE = "FAUNet: Frequency Attention U-Net for Parcel Boundary Delineation in
Satellite Images",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "21",
PAGES = "5123",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307990"}
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AUTHOR = "Cai, Z.W. and Hu, Q. and Zhang, X.Y. and Yang, J.Y. and Wei, H.D. and Wang, J.Y. and Zeng, Y. and Yin, G.F. and Li, W.J. and You, L.Z. and Xu, B.D. and Shi, Z.H.",
TITLE = "Improving agricultural field parcel delineation with a dual branch
spatiotemporal fusion network by integrating multimodal satellite
data",
JOURNAL = PandRS,
VOLUME = "205",
YEAR = "2023",
PAGES = "34-49",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307991"}
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AUTHOR = "Liu, L. and Li, G. and Du, Y.F. and Li, X.Y. and Wu, X. and Qiao, Z. and Wang, T.Y.",
TITLE = "CS-net: Conv-simpleformer network for agricultural image segmentation",
JOURNAL = PR,
VOLUME = "147",
YEAR = "2024",
PAGES = "110140",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307992"}
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AUTHOR = "Qi, L. and Zuo, D.F. and Wang, Y.R. and Tao, Y. and Tang, R. and Shi, J.Y. and Gong, J.J. and Li, B.",
TITLE = "Convolutional Neural Network-Based Method for Agriculture Plot
Segmentation in Remote Sensing Images",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "2",
PAGES = "346",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307993"}
@article{bb313442,
AUTHOR = "Nair, S. and Sharifzadeh, S. and Palade, V.",
TITLE = "Farmland Segmentation in Landsat 8 Satellite Images Using Deep
Learning and Conditional Generative Adversarial Networks",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "5",
PAGES = "823",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307994"}
@article{bb313443,
AUTHOR = "Chen, G. and Hammelman, C. and Anantsuksomsri, S. and Tontisirin, N. and Todd, A.R. and Hicks, W.W. and Robinson, H.M. and Calloway, M.G. and Bell, G.M. and Kinsey, J.E.",
TITLE = "Fine-Scale (10 m) Dynamics of Smallholder Farming through COVID-19 in
Eastern Thailand",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "6",
PAGES = "1035",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307995"}
@article{bb313444,
AUTHOR = "Gundermann, N. and Lowe, W. and Fransson, J.E.S. and Olofsson, E. and Wehrenpfennig, A.",
TITLE = "Object Identification in Land Parcels Using a Machine Learning
Approach",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "7",
PAGES = "1143",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307996"}
@article{bb313445,
AUTHOR = "Luo, F. and Zhang, Y.Q. and Zhao, X.",
TITLE = "Understanding the Spatiotemporal Dynamics and Influencing Factors of
the Rice-Crayfish Field in Jianghan Plain, China",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "9",
PAGES = "1541",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307997"}
@article{bb313446,
AUTHOR = "Su, M.Y. and Sun, K.Y. and Deng, B.Y. and Cheng, N. and Cao, Y.",
TITLE = "Quantification and Driving Factors of Cultivated Land Fragmentation
in Rapidly Urbanizing Area: A Case Study in Guangdong Province",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "14",
PAGES = "2633",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307998"}
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AUTHOR = "Zhang, J.L. and Li, Y.X. and Tong, Z.G. and He, L. and Zhang, M.H. and Niu, Z.Y. and He, H.P.",
TITLE = "GLCANet: Global-Local Context Aggregation Network for Cropland
Segmentation from Multi-Source Remote Sensing Images",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "24",
PAGES = "4627",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT307999"}
@article{bb313448,
AUTHOR = "Kuntzman, J. and Brom, J.",
TITLE = "From Fields to Microclimate: Assessing the Influence of Agricultural
Landscape Structure on Vegetation Cover and Local Climate in Central
Europe",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "1",
PAGES = "6",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT308000"}
@article{bb313449,
AUTHOR = "Zhao, H. and Wu, B.F. and Zhang, M. and Long, J. and Tian, F. and Xie, Y. and Zeng, H.W. and Zheng, Z.J. and Ma, Z.H. and Wang, M.X. and Li, J.B.",
TITLE = "A large-scale VHR parcel dataset and a novel hierarchical semantic
boundary-guided network for agricultural parcel delineation",
JOURNAL = PandRS,
VOLUME = "221",
YEAR = "2025",
PAGES = "1-19",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT308001"}
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AUTHOR = "Zhang, B. and Chen, X.H. and Cui, X.H. and Shen, M.G.",
TITLE = "A Novel Bias-Adjusted Estimator Based on Synthetic Confusion Matrix
(BAESCM) for Subregion Area Estimation",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "7",
PAGES = "1145",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT308002"}
@article{bb313451,
AUTHOR = "Obialero, M. and Boccardo, P.",
TITLE = "Segmentation of Multitemporal PlanetScope Data to Improve the Land
Parcel Identification System (LPIS)",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "12",
PAGES = "1962",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT308003"}
@article{bb313452,
AUTHOR = "Wu, W. and Li, S.Y. and Yang, H.P. and Yang, Y.P. and Li, K. and Yang, L. and Chen, Z.",
TITLE = "EEDNet: Edge and Edge Direction Network for simple and regular land
parcel vectorization",
JOURNAL = PandRS,
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YEAR = "2025",
PAGES = "223-238",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT308004"}
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AUTHOR = "Tan, K. and Wu, Y. and Yang, H. and Ma, X.S.",
TITLE = "UGFF-VLM: Uncertainty-Guided and Frequency-Fused Vision-Language
Model for Remote Sensing Farmland Segmentation",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "2",
PAGES = "282",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT308005"}
@article{bb313454,
AUTHOR = "Moon, H.J. and Cho, N.W.",
TITLE = "Training-Free Lightweight Transfer Learning for Land Cover
Segmentation Using Multispectral Calibration",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "2",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT308006"}
@article{bb313455,
AUTHOR = "Papic, F. and Miler, M. and Medak, D. and Rumora, L.",
TITLE = "Harmonic Phenology Mapping: From Vegetation Indices to Field
Delineation",
JOURNAL = RS,
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NUMBER = "7",
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AUTHOR = "Duan, Y.M. and Zhao, R.Z. and Xu, X. and Zhang, J.",
TITLE = "Topology-Aware Field Parcel Delineation: Bridging Deep Semantic
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JOURNAL = RS,
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AUTHOR = "Kim, J. and Yun, H.S. and Lee, S.J.",
TITLE = "Preliminary Image-Observability Screening of Human-Interpreted Parcel
Boundaries Using Radiometric Edge Proximity:
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JOURNAL = IJGI,
VOLUME = "15",
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AUTHOR = "Wang, J. and Wang, Y.J. and Qi, Q.W.",
TITLE = "An Automated Farm Field Unit Identification Framework for Large-Scale
Farms Based on Remote Sensing Image Segmentation and Parameter
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JOURNAL = RS,
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AUTHOR = "Sare, S.B.B.N. and Gaetano, R. and Hountondji, Y.C. and Interdonato, R.",
TITLE = "MSF-Net: A Multimodal SAR-Optical Fusion Network for Agricultural
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT308011"}
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AUTHOR = "Zuo, X.L. and Persello, C. and Jiao, W.Q. and Wang, Y. and Shao, Z.F.",
TITLE = "Agricultural parcel polygon reconstruction using boundary line
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JOURNAL = PandRS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT308012"}
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AUTHOR = "Seedz, R.F.R. and Gaivota, V.N.L. and Seedz, L.V.O. and Seedz, A.F.C.B. and Gaivota, W.S. and Seedz, B.S.O. and Seedz, M.N.B.",
TITLE = "A Unified Framework for Cropland Field Boundary Detection and
Segmentation",
BOOKTITLE = Pretrain24,
YEAR = "2024",
PAGES = "636-644",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT308013"}
@inproceedings{bb313462,
AUTHOR = "Meyer, L. and Lemarchand, F. and Sidiropoulos, P.",
TITLE = "A Deep Learning Architecture for Batch-mode Fully Automated Field
Boundary Detection",
BOOKTITLE = ISPRS20,
YEAR = "2020",
PAGES = "B3:1009-1016",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927fld2.html#TT308014"}
@inproceedings{bb313463,
AUTHOR = "Wakabayashi, H. and Motohashi, K. and Kitagami, T. and Tjahjono, B. and Dewayani, S. and Hidayat, D. and Hongo, C.",
TITLE = "Flooded Area Extraction of Rice Paddy Field in Indonesia Using
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YEAR = "2019",
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AUTHOR = "Morel, J. and Todoroff, P. and Begue, A. and Bury, A. and Martine, J.F. and Petit, M.",
TITLE = "Toward a Satellite-Based System of Sugarcane Yield Estimation and
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AUTHOR = "Sweeney, S. and Ruseva, T. and Estes, L. and Evans, T.",
TITLE = "Mapping Cropland in Smallholder-Dominated Savannas: Integrating
Remote Sensing Techniques and Probabilistic Modeling",
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NUMBER = "10",
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AUTHOR = "Blaes, X. and Chome, G. and Lambert, M.J. and Traore, P.S. and Schut, A.G.T. and Defourny, P.",
TITLE = "Quantifying Fertilizer Application Response Variability with VHR
Satellite NDVI Time Series in a Rainfed Smallholder Cropping System
of Mali",
JOURNAL = RS,
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NUMBER = "6",
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AUTHOR = "Lebourgeois, V. and Dupuy, S. and Vintrou, E. and Ameline, M. and Butler, S. and Begue, A.",
TITLE = "A Combined Random Forest and OBIA Classification Scheme for Mapping
Smallholder Agriculture at Different Nomenclature Levels Using
Multisource Data (Simulated Sentinel-2 Time Series, VHRS and DEM)",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308020"}
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AUTHOR = "Jain, M. and Mondal, P. and Galford, G.L. and Fiske, G. and de Fries, R.S.",
TITLE = "An Automated Approach to Map Winter Cropped Area of Smallholder Farms
across Large Scales Using MODIS Imagery",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308021"}
@article{bb313470,
AUTHOR = "Jin, Z. and Azzari, G. and Burke, M. and Aston, S. and Lobell, D.B.",
TITLE = "Mapping Smallholder Yield Heterogeneity at Multiple Scales in Eastern
Africa",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "9",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308022"}
@article{bb313471,
AUTHOR = "Stratoulias, D. and Tolpekin, V. and de By, R.A. and Zurita Milla, R. and Retsios, V. and Bijker, W. and Hasan, M.A. and Vermote, E.",
TITLE = "A Workflow for Automated Satellite Image Processing: from Raw VHSR
Data to Object-Based Spectral Information for Smallholder Agriculture",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "10",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308023"}
@article{bb313472,
AUTHOR = "Aguilar, R. and Zurita Milla, R. and Izquierdo Verdiguier, E. and de By, R.A.",
TITLE = "A Cloud-Based Multi-Temporal Ensemble Classifier to Map Smallholder
Farming Systems",
JOURNAL = RS,
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YEAR = "2018",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308024"}
@article{bb313473,
AUTHOR = "Du, Z.R. and Yang, J.Y. and Ou, C. and Zhang, T.T.",
TITLE = "Smallholder Crop Area Mapped with a Semantic Segmentation Deep
Learning Method",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308025"}
@article{bb313474,
AUTHOR = "Vogels, M.F.A. and de Jong, S.M. and Sterk, G. and Douma, H. and Addink, E.A.",
TITLE = "Spatio-Temporal Patterns of Smallholder Irrigated Agriculture in the
Horn of Africa Using GEOBIA and Sentinel-2 Imagery",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308026"}
@article{bb313475,
AUTHOR = "Mathenge, M. and Sonneveld, B.G.J.S. and Broerse, J.E.W.",
TITLE = "A Spatially Explicit Approach for Targeting Resource-Poor
Smallholders to Improve their Participation in Agribusiness:
A Case of Nyando and Vihiga County in Western Kenya",
JOURNAL = IJGI,
VOLUME = "9",
YEAR = "2020",
NUMBER = "10",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308027"}
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AUTHOR = "Lv, Y.H. and Zhang, C. and Yun, W.J. and Gao, L. and Wang, H. and Ma, J. and Li, H. and Zhu, D.",
TITLE = "The Delineation and Grading of Actual Crop Production Units in Modern
Smallholder Areas Using RS Data and Mask R-CNN",
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VOLUME = "12",
YEAR = "2020",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308028"}
@article{bb313477,
AUTHOR = "Kamal, M. and Schulthess, U. and Krupnik, T.J.",
TITLE = "Identification of Mung Bean in a Smallholder Farming Setting of
Coastal South Asia Using Manned Aircraft Photography and Sentinel-2
Images",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308029"}
@article{bb313478,
AUTHOR = "Rao, P. and Zhou, W.Q. and Bhattarai, N. and Srivastava, A.K. and Singh, B. and Poonia, S. and Lobell, D.B. and Jain, M.",
TITLE = "Using Sentinel-1, Sentinel-2, and Planet Imagery to Map Crop Type of
Smallholder Farms",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "10",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308030"}
@article{bb313479,
AUTHOR = "Lopez Ameodo, A. and Alvarez, X. and Lorenzo, H. and Rodriguez, J.L.",
TITLE = "Multi-Temporal Sentinel-2 Data Analysis for Smallholding Forest Cut
Control",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308031"}
@article{bb313480,
AUTHOR = "Zhou, W.Q. and Rao, P. and Jat, M.L. and Singh, B. and Poonia, S. and Bijarniya, D. and Kumar, M. and Singh, L.K. and Schulthess, U. and Singh, R. and Jain, M.",
TITLE = "Using Sentinel-2 to Track Field-Level Tillage Practices at Regional
Scales in Smallholder Systems",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308032"}
@article{bb313481,
AUTHOR = "Mashaba Munghemezulu, Z. and Chirima, G.J. and Munghemezulu, C.",
TITLE = "Mapping Smallholder Maize Farms Using Multi-Temporal Sentinel-1 Data
in Support of the Sustainable Development Goals",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308033"}
@article{bb313482,
AUTHOR = "Zhang, P. and Hu, S. and Li, W.D. and Zhang, C.R. and Cheng, P.",
TITLE = "Improving Parcel-Level Mapping of Smallholder Crops from VHSR
Imagery: An Ensemble Machine-Learning-Based Framework",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308034"}
@article{bb313483,
AUTHOR = "Ren, T.T. and Xu, H.T. and Cai, X. and Yu, S.N. and Qi, J.G.",
TITLE = "Smallholder Crop Type Mapping and Rotation Monitoring in Mountainous
Areas with Sentinel-1/2 Imagery",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308035"}
@article{bb313484,
AUTHOR = "Cai, Z.W. and Hu, Q. and Zhang, X.Y. and Yang, J.Y. and Wei, H.D. and He, Z. and Song, Q. and Wang, C. and Yin, G.F. and Xu, B.D.",
TITLE = "An Adaptive Image Segmentation Method with Automatic Selection of
Optimal Scale for Extracting Cropland Parcels in Smallholder Farming
Systems",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308036"}
@article{bb313485,
AUTHOR = "Xing, H.Q. and Chen, B.Y. and Lu, M.",
TITLE = "A Sub-Seasonal Crop Information Identification Framework for Crop
Rotation Mapping in Smallholder Farming Areas with Time Series
Sentinel-2 Imagery",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308037"}
@article{bb313486,
AUTHOR = "Mei, W.Y. and Wang, H.Y. and Fouhey, D. and Zhou, W.Q. and Hinks, I. and Gray, J.M. and van Berkel, D. and Jain, M.",
TITLE = "Using Deep Learning and Very-High-Resolution Imagery to Map
Smallholder Field Boundaries",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308038"}
@article{bb313487,
AUTHOR = "Wang, S. and Waldner, F. and Lobell, D.B.",
TITLE = "Unlocking Large-Scale Crop Field Delineation in Smallholder Farming
Systems with Transfer Learning and Weak Supervision",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308039"}
@article{bb313488,
AUTHOR = "Brewer, K. and Clulow, A. and Sibanda, M. and Gokool, S. and Naiken, V. and Mabhaudhi, T.",
TITLE = "Predicting the Chlorophyll Content of Maize over Phenotyping as a
Proxy for Crop Health in Smallholder Farming Systems",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308040"}
@article{bb313489,
AUTHOR = "Masiza, W. and Chirima, J.G. and Hamandawana, H. and Kalumba, A.M. and Magagula, H.B.",
TITLE = "A Proposed Satellite-Based Crop Insurance System for Smallholder
Maize Farming",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308041"}
@article{bb313490,
AUTHOR = "Li, C.X. and Chimimba, E.G. and Kambombe, O. and Brown, L.A. and Chibarabada, T.P. and Lu, Y. and Anghileri, D. and Ngongondo, C. and Sheffield, J. and Dash, J.",
TITLE = "Maize Yield Estimation in Intercropped Smallholder Fields Using
Satellite Data in Southern Malawi",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "10",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308042"}
@article{bb313491,
AUTHOR = "Trivedi, M.B. and Marshall, M. and Estes, L. and de Bie, C.A.J.M. and Chang, L. and Nelson, A.",
TITLE = "Cropland Mapping in Tropical Smallholder Systems with Seasonally
Stratified Sentinel-1 and Sentinel-2 Spectral and Textural Features",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308043"}
@article{bb313492,
AUTHOR = "Pan, Y. and Wang, X.Y. and Zhang, L.P. and Zhong, Y.F.",
TITLE = "E2EVAP: End-to-end vectorization of smallholder agricultural parcel
boundaries from high-resolution remote sensing imagery",
JOURNAL = PandRS,
VOLUME = "203",
YEAR = "2023",
PAGES = "246-264",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308044"}
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AUTHOR = "Qiu, B.W. and Hu, X. and Yang, P. and Tang, Z.H. and Wu, W.B. and Li, Z.R.",
TITLE = "A robust approach for large-scale cropping intensity mapping in
smallholder farms from vegetation, brownness indices and SAR time
series",
JOURNAL = PandRS,
VOLUME = "203",
YEAR = "2023",
PAGES = "328-344",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308045"}
@article{bb313494,
AUTHOR = "Buthelezi, S. and Mutanga, O. and Sibanda, M. and Odindi, J. and Clulow, A.D. and Chimonyo, V.G.P. and Mabhaudhi, T.",
TITLE = "Assessing the Prospects of Remote Sensing Maize Leaf Area Index Using
UAV-Derived Multi-Spectral Data in Smallholder Farms across the
Growing Season",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "6",
PAGES = "1597",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308046"}
@article{bb313495,
AUTHOR = "Campos Taberner, M. and Javier Garcia Haro, F. and Martinez, B. and Sanchez Ruiz, S. and Moreno Martinez, A. and Camps Valls, G. and Amparo Gilabert, M.",
TITLE = "Land use classification over smallholding areas in the European
Common Agricultural Policy framework",
JOURNAL = PandRS,
VOLUME = "197",
YEAR = "2023",
PAGES = "320-334",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308047"}
@article{bb313496,
AUTHOR = "Weitkamp, T. and Karimi, P.",
TITLE = "Evaluating the Effect of Training Data Size and Composition on the
Accuracy of Smallholder Irrigated Agriculture Mapping in Mozambique
Using Remote Sensing and Machine Learning Algorithms",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308048"}
@article{bb313497,
AUTHOR = "Onojeghuo, A.O. and Miao, Y.X. and Blackburn, G.A.",
TITLE = "Deep ResU-Net Convolutional Neural Networks Segmentation for
Smallholder Paddy Rice Mapping Using Sentinel 1 SAR and Sentinel 2
Optical Imagery",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "6",
PAGES = "1517",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308049"}
@article{bb313498,
AUTHOR = "Cai, Z.W. and Wei, H.D. and Hu, Q. and Zhou, W. and Zhang, X.Y. and Jin, W.J. and Wang, L. and Yu, S.X. and Wang, Z. and Xu, B.D. and Shi, Z.H.",
TITLE = "Learning spectral-spatial representations from VHR images for
fine-scale crop type mapping: A case study of rice-crayfish field
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JOURNAL = PandRS,
VOLUME = "199",
YEAR = "2023",
PAGES = "28-39",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308050"}
@article{bb313499,
AUTHOR = "Biaou, A. and Phillips, S. and Adolwa, I. and Sogbedji, J. and Mechri, M. and Kavishe, B.",
TITLE = "Assessing Spectral Reflectance in African Smallholder Cereal Farms
Using Sentinel-2 Imagery",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "18",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927smalh2.html#TT308051"}
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