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Menezes+das Chagas, P.H. and de Oliveira, J.L.G. and Rojo Baio, F.H. and Silva Campos, C.N. and Ribeiro Teodoro, L.P. and da Silva Junior, C.A. and Teodoro, P.E. and Shiratsuchi, L.S.", TITLE = "Machine Learning in the Classification of Soybean Genotypes for Primary Macronutrients' Content Using UAV-Multispectral Sensor", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "5", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295717"} @article{bb301103, AUTHOR = "Vasquez, R.A.R. and Heenkenda, M.K. and Nelson, R. and Serrano, L.S.", TITLE = "Developing a New Vegetation Index Using Cyan, Orange, and Near Infrared Bands to Analyze Soybean Growth Dynamics", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "11", PAGES = "2888", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295718"} @article{bb301104, AUTHOR = "Konno, T. and Homma, K.", TITLE = "Prediction of Areal Soybean Lodging Using a Main Stem Elongation Model and a Soil-Adjusted Vegetation Index That Accounts for the Ratio of Vegetation Cover", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "13", PAGES = "3446", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295719"} @article{bb301105, AUTHOR = "Sarkar, S. and Sagan, V. and Bhadra, S. and Rhodes, K. and Pokharel, M. and Fritschi, F.B.", TITLE = "Soybean seed composition prediction from standing crops using PlanetScope satellite imagery and machine learning", JOURNAL = PandRS, VOLUME = "204", YEAR = "2023", PAGES = "257-274", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295720"} @article{bb301106, AUTHOR = "Ren, P.T. and Li, H. and Han, S.Y. and Chen, R.Q. and Yang, G.J. and Yang, H. and Feng, H.K. and Zhao, C.J.", TITLE = "Estimation of Soybean Yield by Combining Maturity Group Information and Unmanned Aerial Vehicle Multi-Sensor Data Using Machine Learning", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "17", PAGES = "4286", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295721"} @article{bb301107, AUTHOR = "Huang, L.X. and Liu, M. and Yao, N.", TITLE = "Evaluation of Ecosystem Water Use Efficiency Based on Coupled and Uncoupled Remote Sensing Products for Maize and Soybean", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "20", PAGES = "4922", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295722"} @article{bb301108, AUTHOR = "Zhang, C. and Diao, C.Y.", TITLE = "A Phenology-guided Bayesian-CNN (PB-CNN) framework for soybean yield estimation and uncertainty analysis", JOURNAL = PandRS, VOLUME = "205", YEAR = "2023", PAGES = "50-73", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295723"} @article{bb301109, AUTHOR = "Pan, D. and Li, C.C. and Yang, G.J. and Ren, P. and Ma, Y.Y. and Chen, W.N. and Feng, H.K. and Chen, R.Q. and Chen, X. and Li, H.", TITLE = "Identification of the Initial Anthesis of Soybean Varieties Based on UAV Multispectral Time-Series Images", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "22", PAGES = "5413", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295724"} @article{bb301110, AUTHOR = "Fathi, M. and Shah Hosseini, R. and Moghimi, A.", TITLE = "3D-ResNet-BiLSTM Model: A Deep Learning Model for County-Level Soybean Yield Prediction with Time-Series Sentinel-1, Sentinel-2 Imagery, and Daymet Data", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "23", PAGES = "5551", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295725"} @article{bb301111, AUTHOR = "Niu, Z.Z. and Young, J. and Johnson, W.G. and Young, B. and Wei, X. and Jin, J.", TITLE = "Early Detection of Dicamba and 2,4-D Herbicide Drifting Injuries on Soybean with a New Spatial-Spectral Algorithm Based on LeafSpec, an Accurate Touch-Based Hyperspectral Leaf Scanner", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "24", PAGES = "5771", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295726"} @article{bb301112, AUTHOR = "Skobalski, J. and Sagan, V. and Alifu, H. and Al Akkad, O. and Lopes, F.A. and Grignola, F.", TITLE = "Bridging the gap between crop breeding and GeoAI: Soybean yield prediction from multispectral UAV images with transfer learning", JOURNAL = PandRS, VOLUME = "210", YEAR = "2024", PAGES = "260-281", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295727"} @article{bb301113, AUTHOR = "Ubben, N. and Pukrop, M. and Jarmer, T.", TITLE = "Spatial Resolution as a Factor for Efficient UAV-Based Weed Mapping: A Soybean Field Case Study", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "10", PAGES = "1778", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295728"} @article{bb301114, AUTHOR = "Liang, H. and Zhou, Y.G. and Lu, Y.W. and Pei, S.K. and Xu, D. and Lu, Z. and Yao, W.B. and Liu, Q. and Yu, L. and Li, H.Y.", TITLE = "Evaluation of Soybean Drought Tolerance Using Multimodal Data from an Unmanned Aerial Vehicle and Machine Learning", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "11", PAGES = "2043", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295729"} @article{bb301115, AUTHOR = "Furlanetto, R.H. and Crusiol, L.G.T. and Nanni, M.R. and de Oliveira Junior, A. and Sibaldelli, R.N.R.", TITLE = "Hyperspectral Data for Early Identification and Classification of Potassium Deficiency in Soybean Plants (Glycine max (L.) Merrill)", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "11", PAGES = "1900", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295730"} @article{bb301116, AUTHOR = "Carneiro de Santana, C.T. and Sanches, I.D. and Caldas, M.M. and Adami, M.", TITLE = "A Method for Estimating Soybean Sowing, Beginning Seed, and Harvesting Dates in Brazil Using NDVI-MODIS Data", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "14", PAGES = "2520", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295731"} @article{bb301117, AUTHOR = "Chen, J. and Shi, J.", TITLE = "Improving Soybean Gross Primary Productivity Modeling Using Solar-Induced Chlorophyll Fluorescence and the Photochemical Reflectance Index by Accounting for the Clearness Index", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "16", PAGES = "2874", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295732"} @article{bb301118, AUTHOR = "Xiao, G.L. and Huang, J.X. and Song, J.J. and Li, X.C. and Du, K.Q. and Huang, H. and Su, W. and Miao, S.X.", TITLE = "A novel soybean mapping index within the global optimal time window", JOURNAL = PandRS, VOLUME = "217", YEAR = "2024", PAGES = "120-133", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295733"} @article{bb301119, AUTHOR = "Crusiol, L.G.T. and Nanni, M.R. and Sibaldelli, R.N.R. and Sun, L. and Furlanetto, R.H. and Goncalves, S.L. and Neumaier, N. and Farias, J.R.B.", TITLE = "Early Modeling of the Upcoming Landsat Next Constellation for Soybean Yield Prediction Under Varying Levels of Water Availability", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "22", PAGES = "4184", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295734"} @article{bb301120, AUTHOR = "Gao, F. and Anderson, M. and Houborg, R.", TITLE = "Impacts of Spatial and Temporal Resolution on Remotely Sensed Corn and Soybean Emergence Detection", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "22", PAGES = "4145", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295735"} @article{bb301121, AUTHOR = "Huang, X. and Vrieling, A. and Dou, Y. and Belgiu, M. and Nelson, A.", TITLE = "A robust method for mapping soybean by phenological aligning of Sentinel-2 time series", JOURNAL = PandRS, VOLUME = "218", YEAR = "2024", PAGES = "1-18", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295736"} @article{bb301122, AUTHOR = "Perez, O. and Diers, B. and Martin, N.", TITLE = "Maturity Prediction in Soybean Breeding Using Aerial Images and the Random Forest Machine Learning Algorithm", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "23", PAGES = "4343", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295737"} @article{bb301123, AUTHOR = "Giri, A. and Sagan, V. and Alifu, H. and Maiwulanjiang, A. and Sarkar, S. and Roy, B. and Fritschi, F.B.", TITLE = "A Wavelet Decomposition Method for Estimating Soybean Seed Composition with Hyperspectral Data", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "23", PAGES = "4594", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295738"} @article{bb301124, AUTHOR = "Fathi, M. and Shah Hosseini, R. and Moghimi, A. and Arefi, H.", TITLE = "MHRA-MS-3D-ResNet-BiLSTM: A Multi-Head-Residual Attention-Based Multi-Stream Deep Learning Model for Soybean Yield Prediction in the U.S. Using Multi-Source Remote Sensing Data", JOURNAL = RS, VOLUME = "17", YEAR = "2025", NUMBER = "1", PAGES = "107", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295739"} @article{bb301125, AUTHOR = "Zhu, D. and Zhao, P. and Zhao, Q. and Li, Q.L. and Zhang, J.P. and Yang, L.X.", TITLE = "Two-Step Deep Learning Approach for Estimating Vegetation Backscatter: A Case Study of Soybean Fields", JOURNAL = RS, VOLUME = "17", YEAR = "2025", NUMBER = "1", PAGES = "41", BIBSOURCE = 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L. and Chen, C. and Ren, L. and Meng, L. and Li, Y.H. and Qiu, L.J. and Guo, Y. and Yu, H. and Ma, Y.T.", TITLE = "Soybean Lodging Classification and Yield Prediction Using Multimodal UAV Data Fusion and Deep Learning", JOURNAL = RS, VOLUME = "17", YEAR = "2025", NUMBER = "9", PAGES = "1490", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295743"} @article{bb301129, AUTHOR = "Hajare, N. and Rajawat, A.S.", TITLE = "Black Gram Disease Classification via Deep Ensemble Model with Optimal Training", JOURNAL = IJIG, VOLUME = "25", YEAR = "2025", NUMBER = "4", MONTH = "July", PAGES = "2550033", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295744"} @article{bb301130, AUTHOR = "Li, S.C. and Song, Y. and Wang, K. and Liu, Y.Q. and Xian, J. and Wu, H.S. and Zhang, X.T. and Su, Y.J. and Wu, J. and Guo, Q.H. and Xu, S. and Jiang, D. and Wang, J. and Zhao, J.M. and Feng, X.Z. and Qiu, L.J. and Ding, Y.F. and Jin, S.C.", TITLE = "STANet-TLA: 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vegetation indices in quantitative monitoring of seasonal rice growth", JOURNAL = PandRS, VOLUME = "66", YEAR = "2011", NUMBER = "6", MONTH = "November", PAGES = "872-882", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ri1.html#TT295750"} @article{bb301136, AUTHOR = "Lopez Sanchez, J.M. and Cloude, S.R. and Ballester Berman, J.D.", TITLE = "Rice Phenology Monitoring by Means of SAR Polarimetry at X-Band", JOURNAL = GeoRS, VOLUME = "50", YEAR = "2012", NUMBER = "7", MONTH = "July", PAGES = "2695-2709", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ri1.html#TT295751"} @article{bb301137, AUTHOR = "Hosoi, F. and Omasa, K.", TITLE = "Estimation of vertical plant area density profiles in a rice canopy at different growth stages by high-resolution portable scanning lidar with a lightweight mirror", JOURNAL = PandRS, VOLUME = "74", YEAR = "2012", NUMBER = "1", MONTH = "November", PAGES = "11-19", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ri1.html#TT295752"} @inproceedings{bb301138, AUTHOR = "Hosoi, F. and Omasa, K.", TITLE = "Estimating Vertical Leaf Area Density Profiles of Tree Canopies Using Three-Dimensional Portable Lidar Imaging", BOOKTITLE = Laser09, YEAR = "2009", PAGES = "152", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ri1.html#TT295753"} @article{bb301139, AUTHOR = "Gnyp, M.L. and Yu, K. and Aasen, H. and Yao, Y.K. and Huang, S.Y. and Miao, Y.X. and Bareth, G.", TITLE = "Analysis of Crop Reflectance for Estimating Biomass in Rice Canopies at Different Phenological Stages", JOURNAL = PFG, VOLUME = "2013", YEAR = "2013", NUMBER = "4", PAGES = "351-365", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ri1.html#TT295754"} @article{bb301140, AUTHOR = "Gnyp, M.L. and Yao, Y.K. and Yu, K. and Huang, S.Y. and Aasen, H. and Lenz Wiedemann, V.I.S. and Miao, Y.X. and Bareth, G.", TITLE = "Hyperspectral Analysis Of Rice Phenological Stages In 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Irrigated Rice Fields: A Case Study from West Java", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ri1.html#TT295808"} @article{bb301195, AUTHOR = "Zhang, X. and Wu, B.F. and Ponce Campos, G.E. and Zhang, M. and Chang, S. and Tian, F.", TITLE = "Mapping up-to-Date Paddy Rice Extent at 10 M Resolution in China through the Integration of Optical and Synthetic Aperture Radar Images", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "8", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ri1.html#TT295809"} @article{bb301196, AUTHOR = "Song, P.L. and Mansaray, L.R. and Huang, J.F. and Huang, W.J.", TITLE = "Mapping paddy rice agriculture over China using AMSR-E time series data", JOURNAL = PandRS, VOLUME = "144", YEAR = "2018", PAGES = "469-482", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ri1.html#TT295810"} @article{bb301197, AUTHOR = "Ndikumana, E. and Minh, D.H.T. and Nguyen, H.T.D. and Baghdadi, N. and Courault, D. and Hossard, L. and El Moussawi, I.", TITLE = "Estimation of Rice Height and Biomass Using Multitemporal SAR Sentinel-1 for Camargue, Southern France", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ri1.html#TT295811"} @article{bb301198, AUTHOR = "Lee, S.K. and Yoon, S.Y. and Won, J.S.", TITLE = "Vegetation Height Estimate in Rice Fields Using Single Polarization TanDEM-X Science Phase Data", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "11", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927ri1.html#TT295812"} @article{bb301199, AUTHOR = "Zhang, M. and Lin, H. and Wang, G.X. and Sun, H. and Fu, J.", TITLE = "Mapping Paddy Rice Using a Convolutional Neural Network (CNN) with Landsat 8 Datasets in the Dongting Lake Area, China", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "11", PAGES = 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