@article{bb295000,
AUTHOR = "Siesto, G. and Fernandez Sellers, M. and Lozano Tello, A.",
TITLE = "Crop Classification of Satellite Imagery Using Synthetic
Multitemporal and Multispectral Images in Convolutional Neural
Networks",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "17",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289620"}
@article{bb295001,
AUTHOR = "Guo, Y. and Xia, H.M. and Pan, L. and Zhao, X.Y. and Li, R.M. and Bian, X.Q. and Wang, R.M. and Yu, C.",
TITLE = "Development of a New Phenology Algorithm for Fine Mapping of Cropping
Intensity in Complex Planting Areas Using Sentinel-2 and Google Earth
Engine",
JOURNAL = IJGI,
VOLUME = "10",
YEAR = "2021",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289621"}
@article{bb295002,
AUTHOR = "Tomicek, J. and Misurec, J. and Lukes, P.",
TITLE = "Prototyping a Generic Algorithm for Crop Parameter Retrieval across
the Season Using Radiative Transfer Model Inversion and Sentinel-2
Satellite Observations",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289622"}
@article{bb295003,
AUTHOR = "Solorzano, J.V. and Mas, J.F. and Gao, Y. and Gallardo Cruz, J.A.",
TITLE = "Land Use Land Cover Classification with U-Net: Advantages of
Combining Sentinel-1 and Sentinel-2 Imagery",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289623"}
@article{bb295004,
AUTHOR = "Tian, H.F. and Wang, Y.J. and Chen, T. and Zhang, L.J. and Qin, Y.",
TITLE = "Early-Season Mapping of Winter Crops Using Sentinel-2 Optical Imagery",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289624"}
@article{bb295005,
AUTHOR = "Busquier, M. and Valcarce Dineiro, R. and Lopez Sanchez, J.M. and Plaza, J. and Sanchez, N. and Arias Perez, B.",
TITLE = "Fusion of Multi-Temporal PAZ and Sentinel-1 Data for Crop
Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289625"}
@article{bb295006,
AUTHOR = "Bonfil, D.J. and Michael, Y. and Shiff, S. and Lensky, I.M.",
TITLE = "Optimizing Top Dressing Nitrogen Fertilization Using VENµS and
Sentinel-2 L1 Data",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289626"}
@article{bb295007,
AUTHOR = "Abadal, S. and Salgueiro, L. and Marcello, J. and Vilaplana, V.",
TITLE = "A Dual Network for Super-Resolution and Semantic Segmentation of
Sentinel-2 Imagery",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289627"}
@article{bb295008,
AUTHOR = "Dlamini, M. and Chirima, G. and Sibanda, M. and Adam, E. and Dube, T.",
TITLE = "Characterizing Leaf Nutrients of Wetland Plants and Agricultural
Crops with Nonparametric Approach Using Sentinel-2 Imagery Data",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289628"}
@article{bb295009,
AUTHOR = "Wagner, W. and Bauer Marschallinger, B. and Navacchi, C. and Reuß, F. and Cao, S.M. and Reimer, C. and Schramm, M. and Briese, C.",
TITLE = "A Sentinel-1 Backscatter Datacube for Global Land Monitoring
Applications",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289629"}
@article{bb295010,
AUTHOR = "Dey, S. and Bhogapurapu, N. and Homayouni, S. and Bhattacharya, A. and McNairn, H.",
TITLE = "Unsupervised Classification of Crop Growth Stages with Scattering
Parameters from Dual-Pol Sentinel-1 SAR Data",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289630"}
@article{bb295011,
AUTHOR = "Karim, Z. and van Zyl, T.L.",
TITLE = "Deep/Transfer Learning with Feature Space Ensemble Networks
(FeatSpaceEnsNets) and Average Ensemble Networks (AvgEnsNets) for
Change Detection Using DInSAR Sentinel-1 and Optical Sentinel-2
Satellite Data Fusion",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289631"}
@article{bb295012,
AUTHOR = "Kganyago, M. and Mhangara, P. and Adjorlolo, C.",
TITLE = "Estimating Crop Biophysical Parameters Using Machine Learning
Algorithms and Sentinel-2 Imagery",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289632"}
@article{bb295013,
AUTHOR = "Valero, S. and Arnaud, L. and Planells, M. and Ceschia, E.",
TITLE = "Synergy of Sentinel-1 and Sentinel-2 Imagery for Early Seasonal
Agricultural Crop Mapping",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289633"}
@article{bb295014,
AUTHOR = "Sobe, C. and Hirschmugl, M. and Wimmer, A.",
TITLE = "Sentinel-2 Time Series Analysis for Identification of Underutilized
Land in Europe",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289634"}
@article{bb295015,
AUTHOR = "Sun, Y. and Qin, Q.M. and Ren, H.Z. and Zhang, Y.",
TITLE = "Decameter Cropland LAI/FPAR Estimation From Sentinel-2 Imagery Using
Google Earth Engine",
JOURNAL = GeoRS,
VOLUME = "60",
YEAR = "2022",
PAGES = "1-14",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289635"}
@article{bb295016,
AUTHOR = "Ji, F.J. and Meng, J. and Cheng, Z.Q. and Fang, H.T. and Wang, Y.",
TITLE = "Crop Yield Estimation at Field Scales by Assimilating Time Series of
Sentinel-2 Data Into a Modified CASA-WOFOST Coupled Model",
JOURNAL = GeoRS,
VOLUME = "60",
YEAR = "2022",
PAGES = "1-14",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289636"}
@article{bb295017,
AUTHOR = "Kacic, P. and Hirner, A. and da Ponte, E.",
TITLE = "Fusing Sentinel-1 and -2 to Model GEDI-Derived Vegetation Structure
Characteristics in GEE for the Paraguayan Chaco",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289637"}
@article{bb295018,
AUTHOR = "Reuß, F. and Greimeister Pfeil, I. and Vreugdenhil, M. and Wagner, W.",
TITLE = "Comparison of Long Short-Term Memory Networks and Random Forest for
Sentinel-1 Time Series Based Large Scale Crop Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289638"}
@article{bb295019,
AUTHOR = "Li, M. and Zhang, T. and Tu, Y. and Ren, Z. and Xu, B.",
TITLE = "Monitoring Post-Flood Recovery of Croplands Using the Integrated
Sentinel-1/2 Imagery in the Yangtze-Huai River Basin",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289639"}
@article{bb295020,
AUTHOR = "Seydi, S.T. and Amani, M. and Ghorbanian, A.",
TITLE = "A Dual Attention Convolutional Neural Network for Crop Classification
Using Time-Series Sentinel-2 Imagery",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289640"}
@article{bb295021,
AUTHOR = "Ghassemi, B. and Dujakovic, A. and Zoltak, M. and Immitzer, M. and Atzberger, C. and Vuolo, F.",
TITLE = "Designing a European-Wide Crop Type Mapping Approach Based on Machine
Learning Algorithms Using LUCAS Field Survey and Sentinel-2 Data",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289641"}
@article{bb295022,
AUTHOR = "Yang, Q. and Wang, L.H. and Huang, J.L. and Lu, L.J. and Li, Y. and Du, Y. and Ling, F.",
TITLE = "Mapping Plant Diversity Based on Combined SENTINEL-1/2 Data:
Opportunities for Subtropical Mountainous Forests",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289642"}
@article{bb295023,
AUTHOR = "Wasniewski, A. and Hoscilo, A. and Chmielewska, M.",
TITLE = "Can a Hierarchical Classification of Sentinel-2 Data Improve Land
Cover Mapping?",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289643"}
@article{bb295024,
AUTHOR = "Snevajs, H. and Charvat, K. and Onckelet, V. and Kvapil, J. and Zadrazil, F. and Kubickova, H. and Seidlova, J. and Batrlova, I.",
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Existing Land Parcel Information Systems",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "5",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289644"}
@article{bb295025,
AUTHOR = "Upadhyay, P. and Czerkawski, M. and Davison, C. and Cardona, J. and Macdonald, M. and Andonovic, I. and Michie, C. and Atkinson, R. and Papadopoulou, N. and Nikas, K. and Tachtatzis, C.",
TITLE = "A Flexible Multi-Temporal and Multi-Modal Framework for Sentinel-1
and Sentinel-2 Analysis Ready Data",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "5",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289645"}
@article{bb295026,
AUTHOR = "Kluczek, M. and Zagajewski, B. and Kycko, M.",
TITLE = "Airborne HySpex Hyperspectral Versus Multitemporal Sentinel-2 Images
for Mountain Plant Communities Mapping",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289646"}
@article{bb295027,
AUTHOR = "Guo, Z.W. and Qi, W.W. and Huang, Y. and Zhao, J.H. and Yang, H.J. and Koo, V.C. and Li, N.",
TITLE = "Identification of Crop Type Based on C-AENN Using Time Series
Sentinel-1A SAR Data",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289647"}
@article{bb295028,
AUTHOR = "Orynbaikyzy, A. and Gessner, U. and Conrad, C.",
TITLE = "Spatial Transferability of Random Forest Models for Crop Type
Classification Using Sentinel-1 and Sentinel-2",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289648"}
@article{bb295029,
AUTHOR = "Camalan, S. and Cui, K. and Pauca, V.P. and Alqahtani, S. and Silman, M. and Chan, R. and Plemmons, R.J. and Dethier, E.N. and Fernandez, L.E. and Lutz, D.A.",
TITLE = "Change Detection of Amazonian Alluvial Gold Mining Using Deep
Learning and Sentinel-2 Imagery",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289649"}
@article{bb295030,
AUTHOR = "Wei, M.F. and Wang, H.Y. and Zhang, Y. and Li, Q.Z. and Du, X. and Shi, G.W. and Ren, Y.T.",
TITLE = "Investigating the Potential of Sentinel-2 MSI in Early Crop
Identification in Northeast China",
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YEAR = "2022",
NUMBER = "8",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289650"}
@article{bb295031,
AUTHOR = "Costa, H. and Benevides, P. and Moreira, F.D. and Moraes, D. and Caetano, M.",
TITLE = "Spatially Stratified and Multi-Stage Approach for National Land Cover
Mapping Based on Sentinel-2 Data and Expert Knowledge",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "8",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289651"}
@article{bb295032,
AUTHOR = "Tuvdendorj, B. and Zeng, H.W. and Wu, B.F. and Elnashar, A. and Zhang, M. and Tian, F. and Nabil, M. and Nanzad, L. and Bulkhbai, A. and Natsagdorj, N.",
TITLE = "Performance and the Optimal Integration of Sentinel-1/2 Time-Series
Features for Crop Classification in Northern Mongolia",
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VOLUME = "14",
YEAR = "2022",
NUMBER = "8",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289652"}
@article{bb295033,
AUTHOR = "Amin, E. and Belda, S. and Pipia, L. and Szantoi, Z. and Baroudy, A.E. and Moreno, J. and Verrelst, J.",
TITLE = "Multi-Season Phenology Mapping of Nile Delta Croplands Using Time
Series of Sentinel-2 and Landsat 8 Green LAI",
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VOLUME = "14",
YEAR = "2022",
NUMBER = "8",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289653"}
@article{bb295034,
AUTHOR = "Marshall, M. and Belgiu, M. and Boschetti, M. and Pepe, M. and Stein, A. and Nelson, A.",
TITLE = "Field-level crop yield estimation with PRISMA and Sentinel-2",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289654"}
@article{bb295035,
AUTHOR = "Sainte Fare Garnot, V. and Landrieu, L. and Chehata, N.",
TITLE = "Multi-modal temporal attention models for crop mapping from satellite
time series",
JOURNAL = PandRS,
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@article{bb295036,
AUTHOR = "Li, X.Y. and Sun, C. and Meng, H.M. and Ma, X. and Huang, G.H. and Xu, X.",
TITLE = "A Novel Efficient Method for Land Cover Classification in Fragmented
Agricultural Landscapes Using Sentinel Satellite Imagery",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289656"}
@article{bb295037,
AUTHOR = "Inglada, J. and Michel, J. and Hagolle, O.",
TITLE = "Assessment of the Usefulness of Spectral Bands for the Next
Generation of Sentinel-2 Satellites by Reconstruction of Missing
Bands",
JOURNAL = RS,
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YEAR = "2022",
NUMBER = "10",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289657"}
@article{bb295038,
AUTHOR = "Zou, X.C. and Zhu, S. and Mottus, M.",
TITLE = "Estimation of Canopy Structure of Field Crops Using Sentinel-2 Bands
with Vegetation Indices and Machine Learning Algorithms",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "12",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289658"}
@article{bb295039,
AUTHOR = "Combs, T.P. and Didan, K. and Dierig, D. and Jarchow, C.J. and Barreto Munoz, A.",
TITLE = "Estimating Productivity Measures in Guayule Using UAS Imagery and
Sentinel-2 Satellite Data",
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VOLUME = "14",
YEAR = "2022",
NUMBER = "12",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289659"}
@article{bb295040,
AUTHOR = "Layegh, N.F. and Darvishzadeh, R. and Skidmore, A.K. and Persello, C. and Kruger, N.",
TITLE = "Integrating Semi-Supervised Learning with an Expert System for
Vegetation Cover Classification Using Sentinel-2 and RapidEye Data",
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YEAR = "2022",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289660"}
@article{bb295041,
AUTHOR = "Gimenez, R. and Lassalle, G. and Elger, A. and Dubucq, D. and Credoz, A. and Fabre, S.",
TITLE = "Mapping Plant Species in a Former Industrial Site Using Airborne
Hyperspectral and Time Series of Sentinel-2 Data Sets",
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VOLUME = "14",
YEAR = "2022",
NUMBER = "15",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289661"}
@article{bb295042,
AUTHOR = "Henits, L. and Szerletics, A. and Szokol, D. and Szlovak, G. and Gojdar, E. and Zlinszky, A.",
TITLE = "Sentinel-2 Enables Nationwide Monitoring of Single Area Payment
Scheme and Greening Agricultural Subsidies in Hungary",
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YEAR = "2022",
NUMBER = "16",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289662"}
@article{bb295043,
AUTHOR = "Kganyago, M. and Adjorlolo, C. and Mhangara, P.",
TITLE = "Exploring Transferable Techniques to Retrieve Crop Biophysical and
Biochemical Variables Using Sentinel-2 Data",
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VOLUME = "14",
YEAR = "2022",
NUMBER = "16",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289663"}
@article{bb295044,
AUTHOR = "Yli Heikkila, M. and Wittke, S. and Luotamo, M. and Puttonen, E. and Sulkava, M. and Pellikka, P. and Heiskanen, J. and Klami, A.",
TITLE = "Scalable Crop Yield Prediction with Sentinel-2 Time Series and
Temporal Convolutional Network",
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NUMBER = "17",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289664"}
@article{bb295045,
AUTHOR = "Psiroukis, V. and Darra, N. and Kasimati, A. and Trojacek, P. and Hasanli, G. and Fountas, S.",
TITLE = "Development of a Multi-Scale Tomato Yield Prediction Model in
Azerbaijan Using Spectral Indices from Sentinel-2 Imagery",
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VOLUME = "14",
YEAR = "2022",
NUMBER = "17",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289665"}
@article{bb295046,
AUTHOR = "Li, M. and Shamshiri, R.R. and Weltzien, C. and Schirrmann, M.",
TITLE = "Crop Monitoring Using Sentinel-2 and UAV Multispectral Imagery: A
Comparison Case Study in Northeastern Germany",
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VOLUME = "14",
YEAR = "2022",
NUMBER = "17",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289666"}
@article{bb295047,
AUTHOR = "Xie, G.Y. and Niculescu, S.",
TITLE = "Mapping Crop Types Using Sentinel-2 Data Machine Learning and
Monitoring Crop Phenology with Sentinel-1 Backscatter Time Series in
Pays de Brest, Brittany, France",
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NUMBER = "18",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289667"}
@article{bb295048,
AUTHOR = "Mohammadpour, P. and Viegas, D.X. and Viegas, C.",
TITLE = "Vegetation Mapping with Random Forest Using Sentinel 2 and GLCM
Texture Feature: A Case Study for Lousa Region, Portugal",
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NUMBER = "18",
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@article{bb295049,
AUTHOR = "Wang, Z.Q. and Zhang, H.Y. and He, W. and Zhang, L.P.",
TITLE = "Cross-phenological-region crop mapping framework using Sentinel-2
time series Imagery: A new perspective for winter crops in China",
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AUTHOR = "Cherif, E. and Hell, M. and Brandmeier, M.",
TITLE = "DeepForest: Novel Deep Learning Models for Land Use and Land Cover
Classification Using Multi-Temporal and -Modal Sentinel Data of the
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sen2.html#TT289670"}
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