@inproceedings{bb301000, AUTHOR = "Asad, M.H. and Anwar, S. and Bais, A.", TITLE = "Improved Crop and Weed Detection with Diverse Data Ensemble Learning", BOOKTITLE = AgriVision24, YEAR = "2024", PAGES = "5336-5345", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295615"} @inproceedings{bb301001, AUTHOR = "Huang, Y.C. and Bais, A.", TITLE = "Unsupervised Domain Adaptation for Weed Segmentation Using Greedy Pseudo-labelling", BOOKTITLE = WiCV24, YEAR = "2024", PAGES = "2484-2494", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295616"} @inproceedings{bb301002, AUTHOR = "Satyarthi, D. and Arya, K.V. and Rathore, S.S.", TITLE = "Weed Detection Using AlexN et in Sesame Crops", BOOKTITLE = ICCVMI23, YEAR = "2023", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295617"} @inproceedings{bb301003, AUTHOR = "Wang, Y. and Ha, T. and Aldridge, K. and Duddu, H. and Shirtliffe, S. and Stavness, I.", TITLE = "Weed Mapping with Convolutional Neural Networks on High Resolution Whole-Field Images", BOOKTITLE = CVPPA23, YEAR = "2023", PAGES = "505-514", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295618"} @inproceedings{bb301004, AUTHOR = "Melki, P. and Bombrun, L. and Diallo, B. and Dias, J. and Costa, J.P.D.", TITLE = "Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification", BOOKTITLE = CVPPA23, YEAR = "2023", PAGES = "614-623", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295619"} @inproceedings{bb301005, AUTHOR = "Celikkan, E. and Saberioon, M. and Herold, M. and Klein, N.", TITLE = "Semantic Segmentation of Crops and Weeds with Probabilistic Modeling and Uncertainty Quantification", BOOKTITLE = CVPPA23, YEAR = "2023", PAGES = "582-592", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295620"} @inproceedings{bb301006, AUTHOR = "Schmidt, P. and Guldenring, R. and Nalpantidis, L.", TITLE = "Sift-guided Saliency-based Augmentation for Weed Detection in Grassland Images: Fusing Classic Computer Vision with Deep Learning", BOOKTITLE = CVS23, YEAR = "2023", PAGES = "137-147", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295621"} @inproceedings{bb301007, AUTHOR = "Rozendo, G.B. and Roberto, G.F. and do Nascimento, M.Z. and Neves, L.A. and Lumini, A.", TITLE = "Weeds Classification with Deep Learning: An Investigation Using Cnn, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy", BOOKTITLE = CIARP23, YEAR = "2023", PAGES = "I:229-243", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295622"} @inproceedings{bb301008, AUTHOR = "Steininger, D. and Trondl, A. and Croonen, G. and Simon, J. and Widhalm, V.", TITLE = "The CropAndWeed Dataset: a Multi-Modal Learning Approach for Efficient Crop and Weed Manipulation", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "3718-3727", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295623"} @inproceedings{bb301009, AUTHOR = "Iancu, O.D. and Yang, K. and Man, H. and Menard, T.C.", TITLE = "An Automated and Scalable ML Solution for Mapping Invasive Species: the Case of the Australian Tree Fern in Hawaiian Forests", BOOKTITLE = RealWorld23, YEAR = "2023", PAGES = "140-147", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295624"} @inproceedings{bb301010, AUTHOR = "Elias, N.", TITLE = "Deep Learning Methodology for Early Detection and Outbreak Prediction of Invasive Species Growth", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "6324-6332", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295625"} @inproceedings{bb301011, AUTHOR = "Amziane, A. and Losson, O. and Mathon, B. and Dumenil, A. and Macaire, L.", TITLE = "Frame-based reflectance estimation from multispectral images for weed identification in varying illumination conditions", BOOKTITLE = IPTA20, YEAR = "2020", PAGES = "1-7", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295626"} @inproceedings{bb301012, AUTHOR = "Gimenez, R. and Lassalle, G. and Hedacq, R. and Elger, A. and Dubucq, D. and Credoz, A. and Jennet, C. and Fabre, S.", TITLE = "Exploitation of Spectral and Temporal Information for Mapping Plant Species in a Former Industrial Site", BOOKTITLE = ISPRS21, YEAR = "2021", PAGES = "B3-2021: 559-566", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295627"} @inproceedings{bb301013, AUTHOR = "Liu, J. and Hossain, M.D. and Chen, D.", TITLE = "A Procedure for Identifying Invasive Wild Parsnip Plants Based On Visible Bands From UAV Images", BOOKTITLE = ISPRS21, YEAR = "2021", PAGES = "B1-2021: 173-181", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295628"} @inproceedings{bb301014, AUTHOR = "Asad, M.H. and Bais, A.", TITLE = "Weed Density Estimation Using Semantic Segmentation", BOOKTITLE = PSIVT19, YEAR = "2019", PAGES = "162-171", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295629"} @inproceedings{bb301015, AUTHOR = "Baidar, T. and Shrestha, A.B. and Ranjit, R. and Adhikari, R. and Ghimire, S. and Shrestha, N.", TITLE = "Impact Assessment of Mikania Micrantha On Land Cover And Maxent Modeling to Predict Its Potential Invasion Sites", BOOKTITLE = Hannover17, YEAR = "2017", PAGES = "305-310", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295630"} @inproceedings{bb301016, AUTHOR = "Martinez Sanchez, J. and Gonzalez de Santos, L.M. and Novo, A. and Gonzalez Jorge, H.", TITLE = "UAV and Satellite Imagery Applied to Alien Species Mapping in NW Spain", BOOKTITLE = UAV-g19, YEAR = "2019", PAGES = "455-459", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927inv1.html#TT295631"} @inproceedings{bb301017, AUTHOR = "Mudereri, B.T. and Dube, T. and Adel Rahman, E.M. and Niassy, S. and Kimathi, E. and Khan, Z. and Landmann, T.", TITLE = 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T.W.P. and Alcantara, E.H. and Imai, N.N.", TITLE = "Analyzing the feasibility of a space-borne sensor (SPOT-6) to estimate the height of submerged aquatic vegetation (SAV) in inland waters", JOURNAL = PandRS, VOLUME = "144", YEAR = "2018", PAGES = "341-356", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295637"} @article{bb301023, AUTHOR = "Siddiqui, M.D. and Zaidi, A.Z. and Abdullah, M.", TITLE = "Performance Evaluation of Newly Proposed Seaweed Enhancing Index (SEI)", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295638"} @article{bb301024, AUTHOR = "Ghoussein, Y. and Nicolas, H. and Haury, J. and Fadel, A. and Pichelin, P. and Hamdan, H.A. and Faour, G.", TITLE = "Multitemporal Remote Sensing Based on an FVC Reference Period Using Sentinel-2 for Monitoring Eichhornia crassipes on a Mediterranean River", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "16", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295639"} @article{bb301025, AUTHOR = "Worqlul, A.W. and Ayana, E.K. and Dile, Y.T. and Moges, M.A. and Dersseh, M.G. and Tegegne, G. and Kibret, S.", TITLE = "Spatiotemporal Dynamics and Environmental Controlling Factors of the Lake Tana Water Hyacinth in Ethiopia", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "17", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295640"} @article{bb301026, AUTHOR = "Singh, G. and Reynolds, C. and Byrne, M. and Rosman, B.", TITLE = "A Remote Sensing Method to Monitor Water, Aquatic Vegetation, and Invasive Water Hyacinth at National Extents", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "24", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295641"} @article{bb301027, AUTHOR = "Bolch, E.A. and Hestir, E.L. and Khanna, S.", TITLE = "Performance and Feasibility of Drone-Mounted Imaging Spectroscopy for Invasive Aquatic Vegetation Detection", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295642"} @article{bb301028, AUTHOR = "Rowan, G.S.L. and Kalacska, M.", TITLE = "A Review of Remote Sensing of Submerged Aquatic Vegetation for Non-Specialists", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295643"} @article{bb301029, AUTHOR = "Liu, Z.Y.C. and Chamberlin, A.J. and Tallam, K. and Jones, I.J. and Lamore, L.L. and Bauer, J. and Bresciani, M. and Wolfe, C.M. and Casagrandi, R. and Mari, L. and Gatto, M. and Diongue, A.K. and Toure, L. and Rohr, J.R. and Riveau, G. and Jouanard, N. and Wood, C.L. and Sokolow, S.H. and Mandle, L. and Daily, G. and Lambin, E.F. and Leo, G.A.D.", TITLE = "Deep Learning Segmentation of Satellite Imagery Identifies Aquatic Vegetation Associated with Snail Intermediate Hosts of Schistosomiasis in Senegal, Africa", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295644"} @article{bb301030, AUTHOR = "Liang, S. and Gong, Z.N. and Wang, Y.C. and Zhao, J. and Zhao, W.J.", TITLE = "Accurate Monitoring of Submerged Aquatic Vegetation in a Macrophytic Lake Using Time-Series Sentinel-2 Images", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295645"} @article{bb301031, AUTHOR = "Sheffield, K.J. and Clements, D. and Clune, D.J. and Constantine, A. and Dugdale, T.M.", TITLE = "Detection of Aquatic Alligator Weed (Alternanthera philoxeroides) from Aerial Imagery Using Random Forest Classification", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "11", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295646"} @article{bb301032, AUTHOR = "Ade, C. and Khanna, S. and Lay, M. and Ustin, S.L. and Hestir, E.L.", TITLE = "Genus-Level Mapping of Invasive Floating Aquatic Vegetation Using Sentinel-2 Satellite Remote Sensing", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "13", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295647"} @article{bb301033, AUTHOR = "Chen, J. and Li, X. and Wang, K. and Zhang, S. and Li, J.", TITLE = "Estimation of Seaweed Biomass Based on Multispectral UAV in the Intertidal Zone of Gouqi Island", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295648"} @article{bb301034, AUTHOR = "Simpson, M.D. and Akbari, V. and Marino, A. and Prabhu, G.N. and Bhowmik, D. and Rupavatharam, S. and Datta, A. and Kleczkowski, A. and Sujeetha, J.A.R.P. and Anantrao, G.G. and Poduvattil, V.K. and Kumar, S. and Maharaj, S. and Hunter, P.D.", TITLE = "Detecting Water Hyacinth Infestation in Kuttanad, India, Using Dual-Pol Sentinel-1 SAR Imagery", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295649"} @article{bb301035, AUTHOR = "Mucheye, T. and Haro, S. and Papaspyrou, S. and Caballero, I.", TITLE = "Water Quality and Water Hyacinth Monitoring with the Sentinel-2A/B Satellites in Lake Tana (Ethiopia)", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "19", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295650"} @article{bb301036, AUTHOR = "Alagialoglou, L. and Manakos, I. and Papadopoulou, S. and Chadoulis, R.T. and Kita, A.", TITLE = "Mapping Underwater Aquatic Vegetation Using Foundation Models With Air- and Space-Borne Images: The Case of Polyphytos Lake", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "16", PAGES = "4001", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295651"} @article{bb301037, AUTHOR = "Mouta, N. and Silva, R. and Pinto, E.M. and Vaz, A.S. and Alonso, J.M. and Goncalves, J.F. and Honrado, J. and Vicente, J.R.", TITLE = "Sentinel-2 Time Series and Classifier Fusion to Map an Aquatic Invasive Plant Species along a River: The Case of Water-Hyacinth", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "13", PAGES = "3248", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295652"} @article{bb301038, AUTHOR = "Chaudhuri, G. and Mishra, N.B.", TITLE = "Detection of Aquatic Invasive Plants in Wetlands of the Upper Mississippi River from UAV Imagery Using Transfer Learning", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295653"} @article{bb301039, AUTHOR = "Chen, M.N. and Zhang, R. and Jia, M.M. and Cheng, L. and Zhao, C.P. and Li, H.Y. and Wang, Z.M.", TITLE = "Accurate and Rapid Extraction of Aquatic Vegetation in the China Side of the Amur River Basin Based on Landsat Imagery", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "4", PAGES = "654", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295654"} @article{bb301040, AUTHOR = "Ollachica, D.A.H. and Asante, B.K.A. and Imamura, H.", TITLE = "Advancing Water Hyacinth Recognition: Integration of Deep Learning and Multispectral Imaging for Precise Identification", JOURNAL = RS, VOLUME = "17", YEAR = "2025", NUMBER = "4", PAGES = "689", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295655"} @article{bb301041, AUTHOR = "M, A.M. and Abd Elrahman, A. and Leary, J.K.", TITLE = "A New Sentinel-2 Spectral Index for Mapping Hydrilla verticillata in Shallow Freshwater Lakes in Florida, USA", JOURNAL = RS, VOLUME = "17", YEAR = "2025", NUMBER = "11", PAGES = "1894", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295656"} @inproceedings{bb301042, AUTHOR = "Chowdhury, S. and Hamerly, G. and McGarrity, M.", TITLE = "Active Learning Strategy Using Contrastive Learning and K-means for Aquatic Invasive Species Recognition", BOOKTITLE = Maritime24, YEAR = "2024", PAGES = "848-858", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295657"} @inproceedings{bb301043, AUTHOR = "Nyawacha, S.O. and Meta, V. and Osio, A.", TITLE = "Spatial Temporal Mapping of Spread of Water Hyacinth In Winum Gulf, Lake Victoria", BOOKTITLE = ISPRS21, YEAR = "2021", PAGES = "B3-2021: 341-346", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927watinv2.html#TT295658"} @article{bb301044, AUTHOR = "Monteiro, S.T. and Minekawa, Y. and Kosugi, Y. and Akazawa, T. and Oda, K.", TITLE = "Prediction of sweetness and amino acid content in soybean crops from hyperspectral imagery", JOURNAL = PandRS, VOLUME = "62", YEAR = "2007", NUMBER = "1", MONTH = "May", PAGES = "2-12", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295659"} @article{bb301045, AUTHOR = "Gusso, A. and Ducati, J.R.", TITLE = "Algorithm for Soybean Classification Using Medium Resolution Satellite Images", JOURNAL = RS, VOLUME = "4", YEAR = "2012", NUMBER = "10", MONTH = "October", PAGES = "3127-3142", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295660"} @article{bb301046, AUTHOR = "Gusso, A. and Ducati, J.R.", TITLE = "Soybean Crop Area Estimation And Mapping In Mato Grosso State, Brazil", JOURNAL = AnnalsPRS, VOLUME = "I-7", YEAR = "2012", NUMBER = "2012", PAGES = "215-219", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295661"} @article{bb301047, AUTHOR = "Xin, Q.C. and Gong, P. and Yu, C.Q. and Yu, L. and Broich, M. and Suyker, A.E. and Myneni, R.B.", TITLE = "A Production Efficiency Model-Based Method for Satellite Estimates of Corn and Soybean Yields in the Midwestern US", 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Gong, P. and Biging, G.S.", TITLE = "Automated mapping of soybean and corn using phenology", JOURNAL = PandRS, VOLUME = "119", YEAR = "2016", NUMBER = "1", PAGES = "151-164", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295665"} @article{bb301051, AUTHOR = "Peng, Y. and Nguy Robertson, A. and Arkebauer, T. and Gitelson, A.A.", TITLE = "Assessment of Canopy Chlorophyll Content Retrieval in Maize and Soybean: Implications of Hysteresis on the Development of Generic Algorithms", JOURNAL = RS, VOLUME = "9", YEAR = "2017", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295666"} @article{bb301052, AUTHOR = "Kira, O. and Nguy Robertson, A.L. and Arkebauer, T.J. and Linker, R. and Gitelson, A.A.", TITLE = "Toward Generic Models for Green LAI Estimation in Maize and Soybean: Satellite Observations", JOURNAL = RS, VOLUME = "9", YEAR = "2017", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = 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"43-58", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295672"} @article{bb301058, AUTHOR = "Clemente, A.M. and de Carvalho Junior, O.A. and Guimaraes, R.F. and McManus, C. and Turazi, C.M.V. and Hermuche, P.M.", TITLE = "Spatial-Temporal Patterns of Bean Crop in Brazil over the Period 1990-2013", JOURNAL = IJGI, VOLUME = "6", YEAR = "2017", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295673"} @article{bb301059, AUTHOR = "Ovando, G. and Sayago, S. and Bocco, M.", TITLE = "Evaluating accuracy of DSSAT model for soybean yield estimation using satellite weather data", JOURNAL = PandRS, VOLUME = "138", YEAR = "2018", PAGES = "208-217", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295674"} @article{bb301060, AUTHOR = "Herrmann, I. and Vosberg, S.K. and Ravindran, P. and Singh, A. and Chang, H.X. and Chilvers, M.I. and Conley, S.P. and Townsend, P.A.", TITLE = "Leaf and Canopy Level 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"http://www.visionbib.com/bibliography/cartog927sb1.html#TT295680"} @article{bb301066, AUTHOR = "Gao, F. and Anderson, M. and Daughtry, C. and Johnson, D.", TITLE = "Assessing the Variability of Corn and Soybean Yields in Central Iowa Using High Spatiotemporal Resolution Multi-Satellite Imagery", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295681"} @article{bb301067, AUTHOR = "de la Casa, A. and Ovando, G. and Bressanini, L. and Martinez, J. and Diaz, G. and Miranda, C.", TITLE = "Soybean crop coverage estimation from NDVI images with different spatial resolution to evaluate yield variability in a plot", JOURNAL = PandRS, VOLUME = "146", YEAR = "2018", PAGES = "531-547", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295682"} @article{bb301068, AUTHOR = "Maimaitijiang, M. and Sagan, V. and Sidike, P. and Maimaitiyiming, M. and Hartling, S. and Peterson, K.T. and Maw, M.J.W. and Shakoor, N. and Mockler, T. and Fritschi, F.B.", TITLE = "Vegetation Index Weighted Canopy Volume Model (CVMVI) for soybean biomass estimation from Unmanned Aerial System-based RGB imagery", JOURNAL = PandRS, VOLUME = "151", YEAR = "2019", PAGES = "27-41", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295683"} @article{bb301069, AUTHOR = "Ma, X.D. and Zhu, K. and Guan, H. and Feng, J.R. and Yu, S. and Liu, G.", TITLE = "High-Throughput Phenotyping Analysis of Potted Soybean Plants Using Colorized Depth Images Based on A Proximal Platform", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295684"} @article{bb301070, AUTHOR = "Dold, C. and Hatfield, J.L. and Prueger, J.H. and Moorman, T.B. and Sauer, T.J. and Cosh, M.H. and Drewry, D.T. and Wacha, K.M.", TITLE = "Upscaling Gross Primary Production in Corn-Soybean Rotation Systems in the Midwest", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "14", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295685"} @article{bb301071, AUTHOR = "Zhou, J. and Yungbluth, D. and Vong, C.N. and Scaboo, A. and Zhou, J.F.", TITLE = "Estimation of the Maturity Date of Soybean Breeding Lines Using UAV-Based Multispectral Imagery", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "18", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295686"} @article{bb301072, AUTHOR = "Zhang, X.Y. and Zhao, J.M. and Yang, G.J. and Liu, J.G. and Cao, J.Q. and Li, C.Y. and Zhao, X.Q. and Gai, J.", TITLE = "Establishment of Plot-Yield Prediction Models in Soybean Breeding Programs Using UAV-Based Hyperspectral Remote Sensing", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "23", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295687"} @article{bb301073, AUTHOR = "Gosselin, N. and Sagan, V. and Maimaitiyiming, M. and Fishman, J. and Belina, K. and Podleski, A. and Maimaitijiang, M. and Bashir, A. and Balakrishna, J. and Dixon, A.", TITLE = "Using Visual Ozone Damage Scores and Spectroscopy to Quantify Soybean Responses to Background Ozone", JOURNAL = RS, VOLUME = "12", YEAR = "2019", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295688"} @article{bb301074, AUTHOR = "Shawon, A.R. and Ko, J. and Ha, B. and Jeong, S. and Kim, D.K. and Kim, H.Y.", TITLE = "Assessment of a Proximal Sensing-integrated Crop Model for Simulation of Soybean Growth and Yield", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295689"} @article{bb301075, AUTHOR = "Radocaj, D. and Jurisic, M. and Gasparovic, M. and Plascak, I.", TITLE = "Optimal Soybean (Glycine max L.) Land Suitability Using GIS-Based Multicriteria Analysis and Sentinel-2 Multitemporal Images", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295690"} @article{bb301076, AUTHOR = "Borra Serrano, I. and de Swaef, T. and Quataert, P. and Aper, J. and Saleem, A. and Saeys, W. and Somers, B. and Roldan Ruiz, I. and Lootens, P.", TITLE = "Closing the Phenotyping Gap: High Resolution UAV Time Series for Soybean Growth Analysis Provides Objective Data from Field Trials", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295691"} @article{bb301077, AUTHOR = "Parker, T.A. and Palkovic, A. and Gepts, P.", TITLE = "Determining the Genetic Control of Common Bean Early-Growth Rate Using Unmanned Aerial Vehicles", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "11", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295692"} @article{bb301078, AUTHOR = "Stepanov, A. and Dubrovin, K. and Sorokin, A. and Aseeva, T.", TITLE = "Predicting Soybean Yield at the Regional Scale Using Remote Sensing and Climatic Data", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295693"} @article{bb301079, AUTHOR = "Kross, A. and Znoj, E. and Callegari, D. and Kaur, G. and Sunohara, M. and Lapen, D.R. and McNairn, H.", TITLE = "Using Artificial Neural Networks and Remotely Sensed Data to Evaluate the Relative Importance of Variables for Prediction of Within-Field Corn and Soybean Yields", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "14", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295694"} @article{bb301080, AUTHOR = "Dado, W.T. and Deines, J.M. and Patel, R. and Liang, S.Z. and Lobell, D.B.", TITLE = "High-Resolution Soybean Yield Mapping Across the US Midwest Using Subfield Harvester Data", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "21", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295695"} @article{bb301081, AUTHOR = "Trevisan, R. and Perez, O. and Schmitz, N. and Diers, B. and Martin, N.", TITLE = "High-Throughput Phenotyping of Soybean Maturity Using Time Series UAV Imagery and Convolutional Neural Networks", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "21", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295696"} @article{bb301082, AUTHOR = "Bi, L.N. and Hu, G.P. and Raza, M.M. and Kandel, Y. and Leandro, L. and Mueller, D.", TITLE = "A Gated Recurrent Units (GRU)-Based Model for Early Detection of Soybean Sudden Death Syndrome through Time-Series Satellite Imagery", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "21", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295697"} @article{bb301083, AUTHOR = "Hassanzadeh, A. and Murphy, S.P. and Pethybridge, S.J. and van Aardt, J.", TITLE = "Growth Stage Classification and Harvest Scheduling of Snap Bean Using Hyperspectral Sensing: A Greenhouse Study", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "22", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295698"} @article{bb301084, AUTHOR = "Hosseini, M. and Kerner, H.R. and Sahajpal, R. and Puricelli, E. and Lu, Y.H. and Lawal, A.F. and Humber, M.L. and Mitkish, M. and Meyer, S. and Becker Reshef, I.", TITLE = "Evaluating the Impact of the 2020 Iowa Derecho on Corn and Soybean Fields Using Synthetic Aperture Radar", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "23", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295699"} @article{bb301085, AUTHOR = "Malek Madani, G. and Walter Shea, E.A. and Nguy Robertson, A.L. and Suyker, A. and Arkebauer, T.J.", TITLE = "Modeling Gross Primary Production of Midwestern US Maize and Soybean Croplands with Satellite and Gridded Weather Data", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "23", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295700"} @article{bb301086, AUTHOR = "Hassanijalilian, O. and Igathinathane, C. and Bajwa, S. and Nowatzki, J.", TITLE = "Rating Iron Deficiency in Soybean Using Image Processing and Decision-Tree Based Models", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "24", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295701"} @article{bb301087, AUTHOR = "Crusiol, L.G.T. and Nanni, M.R. and Furlanetto, R.H. and Sibaldelli, R.N.R. and Cezar, E. and Sun, L. and Foloni, J.S.S. and Mertz Henning, L.M. and Nepomuceno, A.L. and Neumaier, N. and Farias, J.R.B.", TITLE = "Classification of Soybean Genotypes Assessed Under Different Water Availability and at Different Phenological Stages Using Leaf-Based Hyperspectral Reflectance", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "2", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295702"} @article{bb301088, AUTHOR = "Crusiol, L.G.T. and Nanni, M.R. and Furlanetto, R.H. and Sibaldelli, R.N.R. and Cezar, E. and Sun, L. and Foloni, J.S.S. and Mertz Henning, L.M. and Nepomuceno, A.L. and Neumaier, N. and Farias, J.R.B.", TITLE = "Yield Prediction in Soybean Crop Grown under Different Levels of Water Availability Using Reflectance Spectroscopy and Partial Least Squares Regression", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "5", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295703"} @article{bb301089, AUTHOR = "Habibi, L.N. and Watanabe, T. and Matsui, T. and Tanaka, T.S.T.", TITLE = "Machine Learning Techniques to Predict Soybean Plant Density Using UAV and Satellite-Based Remote Sensing", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "13", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295704"} @article{bb301090, AUTHOR = "Yoosefzadeh Najafabadi, M. and Tulpan, D. and Eskandari, M.", TITLE = "Using Hybrid Artificial Intelligence and Evolutionary Optimization Algorithms for Estimating Soybean Yield and Fresh Biomass Using Hyperspectral Vegetation Indices", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "13", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295705"} @article{bb301091, AUTHOR = "Smith, S.D. and Bowling, L.C. and Rainey, K.M. and Cherkauer, K.A.", TITLE = "Quantifying Effects of Excess Water Stress at Early Soybean Growth Stages Using Unmanned Aerial Systems", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "15", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295706"} @article{bb301092, AUTHOR = "Hassanzadeh, A. and Zhang, F. and van Aardt, J. and Murphy, S.P. and Pethybridge, S.J.", TITLE = "Broadacre Crop Yield Estimation Using Imaging Spectroscopy from Unmanned Aerial Systems (UAS): A Field-Based Case Study with Snap Bean", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "16", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295707"} @article{bb301093, AUTHOR = "Schmitz, P.K. and Kandel, H.J.", TITLE = "Using Canopy Measurements to Predict Soybean Seed Yield", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "16", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295708"} @article{bb301094, AUTHOR = "Oseland, E. and Shannon, K. and Zhou, J.F. and Fritschi, F. and Bish, M.D. and Bradley, K.W.", TITLE = "Evaluating the Spectral Response and Yield of Soybean Following Exposure to Sublethal Rates of 2,4-D and Dicamba at Vegetative and Reproductive Growth Stages", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "18", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295709"} @article{bb301095, AUTHOR = "Shen, Y. and Zhang, X.Y. and Yang, Z.W.", TITLE = "Mapping corn and soybean phenometrics at field scales over the United States Corn Belt by fusing time series of Landsat 8 and Sentinel-2 data with VIIRS data", JOURNAL = PandRS, VOLUME = "186", YEAR = "2022", PAGES = "55-69", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295710"} @article{bb301096, AUTHOR = "Vieira, C.C. and Sarkar, S. and Tian, F. and Zhou, J. and Jarquin, D. and Nguyen, H.T. and Zhou, J.F. and Chen, P.Y.", TITLE = "Differentiate Soybean Response to Off-Target Dicamba Damage Based on UAV Imagery and Machine Learning", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295711"} @article{bb301097, AUTHOR = "Guarenghi, M.M. and Walter, A. and Seabra, J.E.A. and Rocha, J.V. and Vieira, N. and Damame, D. and Santos, J.L.", TITLE = "Areas Available for the Potential Sustainable Expansion of Soy in Brazil: A Geospatial Assessment Using the SAFmaps Database", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295712"} @article{bb301098, AUTHOR = "Lou, Z.H. and Peng, D.L. and Zhang, X.Y. and Yu, L. and Wang, F.M. and Pan, Y.H. and Zheng, S.J. and Hu, J.K. and Yang, S.L. and Chen, Y. and Liu, S.W.", TITLE = "Soybean EOS Spatiotemporal Characteristics and Their Climate Drivers in Global Major Regions", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "8", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295713"} @article{bb301099, AUTHOR = "Pejak, B. and Lugonja, P. and Antic, A. and Panic, M. and Pandzic, M. and Alexakis, E. and Mavrepis, P. and Zhou, N. and Marko, O. and Crnojevic, V.", TITLE = "Soya Yield Prediction on a Within-Field Scale Using Machine Learning Models Trained on Sentinel-2 and Soil Data", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927sb1.html#TT295714"}