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        TITLE = "Evaluation of RGB and Multispectral Unmanned Aerial Vehicle (UAV)
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@article{bb244101,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239039"}

@article{bb244102,
        AUTHOR = "Colaco, A.F. and Schaefer, M. and Bramley, R.G.V.",
        TITLE = "Broadacre Mapping of Wheat Biomass Using Ground-Based LiDAR
Technology",
        JOURNAL = RS,
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        NUMBER = "16",
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@article{bb244103,
        AUTHOR = "Zhao, J.Q. and Zhang, X.O. and Yan, J.W. and Qiu, X.L. and Yao, X. and Tian, Y.C. and Zhu, Y. and Cao, W.X.",
        TITLE = "A Wheat Spike Detection Method in UAV Images Based on Improved YOLOv5",
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        NUMBER = "16",
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@article{bb244104,
        AUTHOR = "Zhao, L.C. and Guo, W. and Wang, J. and Wang, H.Z. and Duan, Y.L. and Wang, C. and Wu, W.B. and Shi, Y.",
        TITLE = "An Efficient Method for Estimating Wheat Heading Dates Using UAV
Images",
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        NUMBER = "16",
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@article{bb244105,
        AUTHOR = "Choudhury, M.R. and Das, S. and Christopher, J. and Apan, A. and Chapman, S. and Menzies, N.W. and Dang, Y.P.",
        TITLE = "Improving Biomass and Grain Yield Prediction of Wheat Genotypes on
Sodic Soil Using Integrated High-Resolution Multispectral,
Hyperspectral, 3D Point Cloud, and Machine Learning Techniques",
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        YEAR = "2021",
        NUMBER = "17",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239043"}

@article{bb244106,
        AUTHOR = "Peron Danaher, R. and Russell, B. and Cotrozzi, L. and Mohammadi, M. and Couture, J.J.",
        TITLE = "Incorporating Multi-Scale, Spectrally Detected Nitrogen
Concentrations into Assessing Nitrogen Use Efficiency for Winter
Wheat Breeding Populations",
        JOURNAL = RS,
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        YEAR = "2021",
        NUMBER = "19",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239044"}

@article{bb244107,
        AUTHOR = "Kong, W.P. and Huang, W.J. and Ma, L.L. and Tang, L. and Li, C.R. and Zhou, X.F. and Casa, R.",
        TITLE = "Estimating Vertical Distribution of Leaf Water Content within Wheat
Canopies after Head Emergence",
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        NUMBER = "20",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239045"}

@article{bb244108,
        AUTHOR = "Eyre, R. and Lindsay, J. and Laamrani, A. and Berg, A.",
        TITLE = "Within-Field Yield Prediction in Cereal Crops Using LiDAR-Derived
Topographic Attributes with Geographically Weighted Regression Models",
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        NUMBER = "20",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239046"}

@article{bb244109,
        AUTHOR = "Wu, S.R. and Ren, J.Q. and Chen, Z.X. and Yang, P. and Li, H. and Liu, J.",
        TITLE = "Evaluation of Winter Wheat Yield Simulation Based on Assimilating LAI
Retrieved From Networked Optical and SAR Remotely Sensed Images Into
the WOFOST Model",
        JOURNAL = GeoRS,
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        YEAR = "2021",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "9071-9085",
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@article{bb244110,
        AUTHOR = "Fu, Y.Y. and Huang, J.X. and Shen, Y.J. and Liu, S.M. and Huang, Y. and Dong, J. and Han, W. and Ye, T. and Zhao, W.Z. and Yuan, W.P.",
        TITLE = "A Satellite-Based Method for National Winter Wheat Yield Estimating
in China",
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        YEAR = "2021",
        NUMBER = "22",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239048"}

@article{bb244111,
        AUTHOR = "Xie, Y. and Huang, J.X.",
        TITLE = "Integration of a Crop Growth Model and Deep Learning Methods to
Improve Satellite-Based Yield Estimation of Winter Wheat in Henan
Province, China",
        JOURNAL = RS,
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        NUMBER = "21",
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@article{bb244112,
        AUTHOR = "Traore, A. and Ata Ul Karim, S.T. and Duan, A. and Soothar, M.K. and Traore, S. and Zhao, B.",
        TITLE = "Predicting Equivalent Water Thickness in Wheat Using UAV Mounted
Multispectral Sensor through Deep Learning Techniques",
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        NUMBER = "21",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239050"}

@article{bb244113,
        AUTHOR = "Zhao, F. and Yang, G. and Yang, H. and Zhu, Y.H. and Meng, Y. and Han, S.Y. and Bu, X.L.",
        TITLE = "Short and Medium-Term Prediction of Winter Wheat NDVI Based on the
DTW-LSTM Combination Method and MODIS Time Series Data",
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        NUMBER = "22",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239051"}

@article{bb244114,
        AUTHOR = "Zhang, X.Y. and Liu, K. and Wang, S.D. and Long, X. and Li, X.",
        TITLE = "A Rapid Model (COV_PSDI) for Winter Wheat Mapping in Fallow Rotation
Area Using MODIS NDVI Time-Series Satellite Observations: The Case of
the Heilonggang Region",
        JOURNAL = RS,
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        YEAR = "2021",
        NUMBER = "23",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239052"}

@article{bb244115,
        AUTHOR = "Harfenmeister, K. and Itzerott, S. and Weltzien, C. and Spengler, D.",
        TITLE = "Detecting Phenological Development of Winter Wheat and Winter Barley
Using Time Series of Sentinel-1 and Sentinel-2",
        JOURNAL = RS,
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        YEAR = "2021",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239053"}

@article{bb244116,
        AUTHOR = "Li, Y.S. and Chang, C.Y. and Wang, Z.R. and Qi, G.H. and Dong, C. and Zhao, G.X.",
        TITLE = "Upscaling Remote Sensing Inversion Model of Wheat Field Cultivated
Land Quality in the Huang-Huai-Hai Agricultural Region, China",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239054"}

@article{bb244117,
        AUTHOR = "Cao, X.F. and Liu, Y.L. and Yu, R. and Han, D.J. and Su, B.F.",
        TITLE = "A Comparison of UAV RGB and Multispectral Imaging in Phenotyping for
Stay Green of Wheat Population",
        JOURNAL = RS,
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        YEAR = "2021",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239055"}

@article{bb244118,
        AUTHOR = "Wang, J.J. and Zhou, Q. and Shang, J.L. and Liu, C. and Zhuang, T.X. and Ding, J.J. and Xian, Y.Y. and Zhao, L.T. and Wang, W.L. and Zhou, G.S. and Tan, C. and Huo, Z.Y.",
        TITLE = "UAV- and Machine Learning-Based Retrieval of Wheat SPAD Values at the
Overwintering Stage for Variety Screening",
        JOURNAL = RS,
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        YEAR = "2021",
        NUMBER = "24",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239056"}

@article{bb244119,
        AUTHOR = "Bastos, L.M. and Froes de Borja Reis, A. and Sharda, A. and Wright, Y. and Ciampitti, I.A.",
        TITLE = "Current Status and Future Opportunities for Grain Protein Prediction
Using On- and Off-Combine Sensors: A Synthesis-Analysis of the
Literature",
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        YEAR = "2021",
        NUMBER = "24",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239057"}

@article{bb244120,
        AUTHOR = "Zhang, Y.X. and Walker, J.P. and Pauwels, V.R.N. and Sadeh, Y.",
        TITLE = "Assimilation of Wheat and Soil States into the APSIM-Wheat Crop
Model: A Case Study",
        JOURNAL = RS,
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        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239058"}

@article{bb244121,
        AUTHOR = "Yang, F.F. and Liu, S.P. and Wang, Q.Y. and Liu, T. and Li, S.",
        TITLE = "Assessing Waterlogging Stress Level of Winter Wheat from
Hyperspectral Imagery Based on Harmonic Analysis",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239059"}

@article{bb244122,
        AUTHOR = "Li, C.C. and Chen, W.N. and Wang, Y.L. and Wang, Y. and Ma, C.Y. and Li, Y. and Li, J.B. and Zhai, W.",
        TITLE = "Mapping Winter Wheat with Optical and SAR Images Based on Google
Earth Engine in Henan Province, China",
        JOURNAL = RS,
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        YEAR = "2022",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239060"}

@article{bb244123,
        AUTHOR = "Huang, F. and Xia, X.S. and Huang, Y.S. and Lv, S.H. and Chen, Q. and Pan, Y.Z. and Zhu, X.F.",
        TITLE = "Comparison of Winter Wheat Extraction Methods Based on Different Time
Series of Vegetation Indices in the Northeastern Margin of the
Qinghai-Tibet Plateau: A Case Study of Minhe, China",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239061"}

@article{bb244124,
        AUTHOR = "Zhang, X.C. and Yuan, X. and Liu, H. and Gao, H. and Wang, X.",
        TITLE = "Soil Moisture Estimation for Winter-Wheat Waterlogging Monitoring by
Assimilating Remote Sensing Inversion Data into the Distributed
Hydrology Soil Vegetation Model",
        JOURNAL = RS,
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        YEAR = "2022",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239062"}

@article{bb244125,
        AUTHOR = "Sipols, A.E. and Valcarce Dineiro, R. and Santos Martin, M.T. and Sanchez, N. and de Blas, C.S.",
        TITLE = "Time Series of Quad-Pol C-Band Synthetic Aperture Radar for the
Forecasting of Crop Biophysical Variables of Barley Fields Using
Statistical Techniques",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239063"}

@article{bb244126,
        AUTHOR = "Ganeva, D. and Roumenina, E. and Dimitrov, P. and Gikov, A. and Jelev, G. and Dragov, R. and Bozhanova, V. and Taneva, K.",
        TITLE = "Phenotypic Traits Estimation and Preliminary Yield Assessment in
Different Phenophases of Wheat Breeding Experiment Based on UAV
Multispectral Images",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239064"}

@article{bb244127,
        AUTHOR = "Liu, S. and Peng, D. and Zhang, B. and Chen, Z.C. and Yu, L. and Chen, J.J. and Pan, Y. and Zheng, S.J. and Hu, J. and Lou, Z. and Chen, Y. and Yang, S.",
        TITLE = "The Accuracy of Winter Wheat Identification at Different Growth
Stages Using Remote Sensing",
        JOURNAL = RS,
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        YEAR = "2022",
        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239065"}

@article{bb244128,
        AUTHOR = "Ahmed, A.A.M. and Sharma, E. and Jui, S.J.J. and Deo, R.C. and Nguyen Huy, T. and Ali, M.",
        TITLE = "Kernel Ridge Regression Hybrid Method for Wheat Yield Prediction with
Satellite-Derived Predictors",
        JOURNAL = RS,
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        YEAR = "2022",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239066"}

@article{bb244129,
        AUTHOR = "Wang, F. and Yang, M. and Ma, L. and Zhang, T. and Qin, W.L. and Li, W. and Zhang, Y.H. and Sun, Z. and Wang, Z.M. and Li, F. and Yu, K.",
        TITLE = "Estimation of Above-Ground Biomass of Winter Wheat Based on
Consumer-Grade Multi-Spectral UAV",
        JOURNAL = RS,
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        YEAR = "2022",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239067"}

@article{bb244130,
        AUTHOR = "Mikhailenko, I.M.",
        TITLE = "Estimation of Parameters of Biomass State of Sowing Spring Wheat",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "6",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239068"}

@article{bb244131,
        AUTHOR = "Zhang, X. and Han, L.X. and Sobeih, T. and Lappin, L. and Lee, M.A. and Howard, A. and Kisdi, A.",
        TITLE = "The Self-Supervised Spectral-Spatial Vision Transformer Network for
Accurate Prediction of Wheat Nitrogen Status from UAV Imagery",
        JOURNAL = RS,
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        YEAR = "2022",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239069"}

@article{bb244132,
        AUTHOR = "Bian, C. and Shi, H.T. and Wu, S. and Zhang, K. and Wei, M. and Zhao, Y. and Sun, Y. and Zhuang, H. and Zhang, X. and Chen, S.",
        TITLE = "Prediction of Field-Scale Wheat Yield Using Machine Learning Method
and Multi-Spectral UAV Data",
        JOURNAL = RS,
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        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239070"}

@article{bb244133,
        AUTHOR = "Zare, H. and Weber, T.K.D. and Ingwersen, J. and Nowak, W. and Gayler, S. and Streck, T.",
        TITLE = "Combining Crop Modeling with Remote Sensing Data Using a Particle
Filtering Technique to Produce Real-Time Forecasts of Winter Wheat
Yields under Uncertain Boundary Conditions",
        JOURNAL = RS,
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        YEAR = "2022",
        NUMBER = "6",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239071"}

@article{bb244134,
        AUTHOR = "Lin, J.Y. and Shen, Q. and Wu, J.J. and Zhao, W.H. and Liu, L.",
        TITLE = "Assessing the Potential of Downscaled Far Red Solar-Induced
Chlorophyll Fluorescence from the Canopy to Leaf Level for Drought
Monitoring in Winter Wheat",
        JOURNAL = RS,
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        YEAR = "2022",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239072"}

@article{bb244135,
        AUTHOR = "Wu, F. and Wang, J. and Zhou, Y. and Song, X.X. and Ju, C.X. and Sun, C.M. and Liu, T.",
        TITLE = "Estimation of Winter Wheat Tiller Number Based on Optimization of
Gradient Vegetation Characteristics",
        JOURNAL = RS,
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        YEAR = "2022",
        NUMBER = "6",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239073"}

@article{bb244136,
        AUTHOR = "Fan, L.L. and Yang, J. and Sun, X. and Zhao, F. and Liang, S.F. and Duan, D.D. and Chen, H. and Xia, L. and Sun, J. and Yang, P.",
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classification in the North China Plain",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239074"}

@article{bb244137,
        AUTHOR = "Cao, J.J. and Wang, H.J. and Li, J.X. and Tian, Q. and Niyogi, D.",
        TITLE = "Improving the Forecasting of Winter Wheat Yields in Northern China
with Machine Learning-Dynamical Hybrid Subseasonal-to-Seasonal
Ensemble Prediction",
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        YEAR = "2022",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239075"}

@article{bb244138,
        AUTHOR = "Ren, J.Q. and Zhang, N.D. and Liu, X.R. and Wu, S.R. and Li, D.D.",
        TITLE = "Dynamic Harvest Index Estimation of Winter Wheat Based on UAV
Hyperspectral Remote Sensing Considering Crop Aboveground Biomass
Change and the Grain Filling Process",
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        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239076"}

@article{bb244139,
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        TITLE = "Winter Wheat Yield Estimation Based on Optimal Weighted Vegetation
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        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239077"}

@article{bb244140,
        AUTHOR = "Chen, L. and Xing, M. and He, B.B. and Wang, J.F. and Xu, M. and Song, Y. and Huang, X.D.",
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Season Using RADARSAT-2 Data",
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        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239078"}

@article{bb244141,
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        TITLE = "Integration of Satellite-Based Optical and Synthetic Aperture Radar
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        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239079"}

@article{bb244142,
        AUTHOR = "Huang, X.J. and Fu, Y.Y. and Wang, J.J. and Dong, J. and Zheng, Y. and Pan, B. and Skakun, S. and Yuan, W.P.",
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        NUMBER = "9",
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@article{bb244143,
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        TITLE = "Developing an Active Canopy Sensor-Based Integrated Precision Rice
Management System for Improving Grain Yield and Quality, Nitrogen Use
Efficiency, and Lodging Resistance",
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        NUMBER = "10",
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@article{bb244144,
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        TITLE = "Spectral Estimation of In Vivo Wheat Chlorophyll a/b Ratio under
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@article{bb244145,
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@article{bb244146,
        AUTHOR = "Goffart, D. and Dvorakova, K. and Crucil, G. and Curnel, Y. and Limbourg, Q. and van Oost, K. and Castaldi, F. and Planchon, V. and Goffart, J.P. and van Wesemael, B.",
        TITLE = "UAV Remote Sensing for Detecting within-Field Spatial Variation of
Winter Wheat Growth and Links to Soil Properties and Historical
Management Practices. A Case Study on Belgian Loamy Soil",
        JOURNAL = RS,
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        YEAR = "2022",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239084"}

@article{bb244147,
        AUTHOR = "Uribeetxebarria, A. and Castellon, A. and Aizpurua, A.",
        TITLE = "A First Approach to Determine If It Is Possible to Delineate
In-Season N Fertilization Maps for Wheat Using NDVI Derived from
Sentinel-2",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239085"}

@article{bb244148,
        AUTHOR = "Isik, S. and Ozkan, K. and Demirez, D.Z. and Seke, E.",
        TITLE = "Consensus rule for wheat cultivar classification on VL, VNIR and SWIR
imaging",
        JOURNAL = IET-IPR,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "11",
        PAGES = "2834-2844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239086"}

@article{bb244149,
        AUTHOR = "Meraj, G. and Kanga, S. and Ambadkar, A. and Kumar, P. and Singh, S.K. and Farooq, M. and Johnson, B.A. and Rai, A. and Sahu, N.",
        TITLE = "Assessing the Yield of Wheat Using Satellite Remote Sensing-Based
Machine Learning Algorithms and Simulation Modeling",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "13",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239087"}

@article{bb244150,
        AUTHOR = "Chen, J. and Liu, X. and Yang, G. and Han, S. and Ma, Y. and Liu, L.",
        TITLE = "Different Responses of Solar-Induced Chlorophyll Fluorescence at the
Red and Far-Red Bands and Gross Primary Productivity to Air
Temperature for Winter Wheat",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "13",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239088"}

@article{bb244151,
        AUTHOR = "Fan, K. and Li, F. and Chen, X. and Li, Z. and Mulla, D.J.",
        TITLE = "Nitrogen Balance Index Prediction of Winter Wheat by Canopy
Hyperspectral Transformation and Machine Learning",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "14",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239089"}

@article{bb244152,
        AUTHOR = "Han, Y.X. and Tang, R. and Liao, Z.Q. and Zhai, B. and Fan, J.L.",
        TITLE = "A Novel Hybrid GOA-XGB Model for Estimating Wheat Aboveground Biomass
Using UAV-Based Multispectral Vegetation Indices",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "14",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239090"}

@article{bb244153,
        AUTHOR = "Han, S. and Zhao, Y. and Cheng, J.P. and Zhao, F. and Yang, H. and Feng, H. and Li, Z.H. and Ma, X.M. and Zhao, C.J. and Yang, G.J.",
        TITLE = "Monitoring Key Wheat Growth Variables by Integrating Phenology and
UAV Multispectral Imagery Data into Random Forest Model",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "15",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239091"}

@article{bb244154,
        AUTHOR = "Wu, Y.T. and Xu, W. and Huang, H. and Huang, J.X.",
        TITLE = "Bayesian Posterior-Based Winter Wheat Yield Estimation at the Field
Scale through Assimilation of Sentinel-2 Data into WOFOST Model",
        JOURNAL = RS,
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        NUMBER = "15",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239092"}

@article{bb244155,
        AUTHOR = "Feng, H. and Tao, H.L. and Li, Z. and Yang, G. and Zhao, C.J.",
        TITLE = "Comparison of UAV RGB Imagery and Hyperspectral Remote-Sensing Data
for Monitoring Winter Wheat Growth",
        JOURNAL = RS,
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        NUMBER = "15",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239093"}

@article{bb244156,
        AUTHOR = "Lu, Z. and Deng, L. and Lu, H.",
        TITLE = "An Improved LAI Estimation Method Incorporating with Growth
Characteristics of Field-Grown Wheat",
        JOURNAL = RS,
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        NUMBER = "16",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239094"}

@article{bb244157,
        AUTHOR = "Bebie, M. and Cavalaris, C. and Kyparissis, A.",
        TITLE = "Assessing Durum Wheat Yield through Sentinel-2 Imagery:
A Machine Learning Approach",
        JOURNAL = RS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239095"}

@article{bb244158,
        AUTHOR = "Wang, L. and Jin, G. and Xiong, X. and Zhang, H.M. and Wu, K.",
        TITLE = "Object-Based Automatic Mapping of Winter Wheat Based on Temporal
Phenology Patterns Derived from Multitemporal Sentinel-1 and
Sentinel-2 Imagery",
        JOURNAL = IJGI,
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        NUMBER = "8",
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@inproceedings{bb244159,
        AUTHOR = "Vlachopoulos, O. and Leblon, B. and Wang, J. and Haddadi, A. and LaRocque, A. and Patterson, G.",
        TITLE = "Mapping Barley Lodging with UAS Multispectral Imagery and Machine
Learning",
        BOOKTITLE = ISPRS21,
        YEAR = "2021",
        PAGES = "B1-2021: 203-208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239097"}

@inproceedings{bb244160,
        AUTHOR = "Liu, C.X. and Wang, K.W. and Lu, H. and Cao, Z.G.",
        TITLE = "Dynamic Color Transform for Wheat Head Detection",
        BOOKTITLE = CVPPA21,
        YEAR = "2021",
        PAGES = "1278-1283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239098"}

@inproceedings{bb244161,
        AUTHOR = "Bhagat, S. and Kokare, M. and Haswani, V. and Hambarde, P. and Kamble, R.",
        TITLE = "WheatNet-Lite: A Novel Light Weight Network for Wheat Head Detection",
        BOOKTITLE = CVPPA21,
        YEAR = "2021",
        PAGES = "1332-1341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239099"}

@inproceedings{bb244162,
        AUTHOR = "Najafian, K. and Ghanbari, A. and Stavness, I. and Jin, L.L. and Shirdel, G.H. and Maleki, F.",
        TITLE = "A Semi-self-supervised Learning Approach for Wheat Head Detection
using Extremely Small Number of Labeled Samples",
        BOOKTITLE = CVPPA21,
        YEAR = "2021",
        PAGES = "1342-1351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239100"}

@inproceedings{bb244163,
        AUTHOR = "Gansukh, B. and Batsaikhan, B. and Dorjsuren, A. and Jamsran, C. and Batsaikhan, N.",
        TITLE = "Monitoring Wheat Crop Growth Parameters Using Time Series Sentinel-1
And Sentinel-2 Data for Agricultural Application In Mongolia",
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239101"}

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        AUTHOR = "Chauhan, S. and Darvishzadeh, R. and Lu, Y. and Stroppiana, D. and Boschetti, M. and Pepe, M. and Nelson, A.",
        TITLE = "Wheat Lodging Assessment Using Multispectral UAV Data",
        BOOKTITLE = UAV-g19,
        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239102"}

@inproceedings{bb244165,
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        TITLE = "DeepWheat: Estimating Phenotypic Traits from Crop Images with Deep
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@inproceedings{bb244166,
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@inproceedings{bb244167,
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        TITLE = "Evaluation Of Wheat Growth Monitoring Methods Based On Hyperspectral
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        TITLE = "The Model Of Wheat Yield Forecast Based On Modis-ndvi: A Case Study Of
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        NUMBER = "2012",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927wh1.html#TT239106"}

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@inproceedings{bb244171,
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@article{bb244172,
        AUTHOR = "Yuan, L. and Zhang, J.C. and Shi, Y. and Nie, C.W. and Wei, L.G. and Wang, J.",
        TITLE = "Damage Mapping of Powdery Mildew in Winter Wheat with High-Resolution
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        PAGES = "3611-3623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239110"}

@article{bb244173,
        AUTHOR = "Ashourloo, D. and Mobasheri, M.R. and Huete, A.",
        TITLE = "Developing Two Spectral Disease Indices for Detection of Wheat Leaf
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        JOURNAL = RS,
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        NUMBER = "6",
        PAGES = "4723-4740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239111"}

@article{bb244174,
        AUTHOR = "Ashourloo, D. and Mobasheri, M.R. and Huete, A.",
        TITLE = "Evaluating the Effect of Different Wheat Rust Disease Symptoms on
Vegetation Indices Using Hyperspectral Measurements",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239112"}

@article{bb244175,
        AUTHOR = "Jin, X. and Jie, L. and Wang, S. and Qi, H.J. and Li, S.W.",
        TITLE = "Classifying Wheat Hyperspectral Pixels of Healthy Heads and Fusarium
Head Blight Disease Using a Deep Neural Network in the Wild Field",
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        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239113"}

@article{bb244176,
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        TITLE = "Wavelet-Based Rust Spectral Feature Set (WRSFs): A Novel Spectral
Feature Set Based on Continuous Wavelet Transformation for Tracking
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        JOURNAL = RS,
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        YEAR = "2018",
        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239114"}

@article{bb244177,
        AUTHOR = "Bohnenkamp, D. and Behmann, J. and Mahlein, A.K.",
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UAV Scale",
        JOURNAL = RS,
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@article{bb244178,
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        TITLE = "A Deep Learning-Based Approach for Automated Yellow Rust Disease
Detection from High-Resolution Hyperspectral UAV Images",
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        YEAR = "2019",
        NUMBER = "13",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239116"}

@article{bb244179,
        AUTHOR = "Guo, A.T. and Huang, W.J. and Dong, Y.Y. and Ye, H.C. and Ma, H.Q. and Liu, B. and Wu, W.B. and Ren, Y. and Ruan, C. and Geng, Y.",
        TITLE = "Wheat Yellow Rust Detection Using UAV-Based Hyperspectral Technology",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239117"}

@article{bb244180,
        AUTHOR = "Guo, A.T. and Huang, W.J. and Ye, H. and Dong, Y.Y. and Ma, H.Q. and Ren, Y. and Ruan, C.",
        TITLE = "Identification of Wheat Yellow Rust Using Spectral and Texture
Features of Hyperspectral Images",
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@article{bb244181,
        AUTHOR = "Zhang, D.Y. and Wang, D.Y. and Gu, C.Y. and Jin, N. and Zhao, H.T. and Chen, G. and Liang, H.Y. and Liang, D.",
        TITLE = "Using Neural Network to Identify the Severity of
Wheat Fusarium Head Blight in the Field Environment",
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        NUMBER = "20",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239119"}

@article{bb244182,
        AUTHOR = "Qiu, R. and Yang, C. and Moghimi, A. and Zhang, M. and Steffenson, B.J. and Hirsch, C.D.",
        TITLE = "Detection of Fusarium Head Blight in Wheat Using a Deep Neural
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        NUMBER = "22",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239120"}

@article{bb244183,
        AUTHOR = "Xiao, Y.X. and Dong, Y.Y. and Huang, W.J. and Liu, L.Y. and Ma, H.Q. and Ye, H.C. and Wang, K.",
        TITLE = "Dynamic Remote Sensing Prediction for Wheat Fusarium Head Blight by
Combining Host and Habitat Conditions",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239121"}

@article{bb244184,
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        TITLE = "Monitoring Wheat Fusarium Head Blight Using Unmanned Aerial Vehicle
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239122"}

@article{bb244185,
        AUTHOR = "Ma, H.Q. and Huang, W.J. and Dong, Y.Y. and Liu, L.Y. and Guo, A.",
        TITLE = "Using UAV-Based Hyperspectral Imagery to Detect Winter Wheat Fusarium
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@article{bb244186,
        AUTHOR = "Chauhan, S. and Darvishzadeh, R. and Boschetti, M. and Nelson, A.",
        TITLE = "Discriminant analysis for lodging severity classification in wheat
using RADARSAT-2 and Sentinel-1 data",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239124"}

@article{bb244187,
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        NUMBER = "11",
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@article{bb244188,
        AUTHOR = "Dehkordi, R.H. and El Jarroudi, M. and Kouadio, L. and Meersmans, J. and Beyer, M.",
        TITLE = "Monitoring Wheat Leaf Rust and Stripe Rust in Winter Wheat Using
High-Resolution UAV-Based Red-Green-Blue Imagery",
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        NUMBER = "22",
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@article{bb244189,
        AUTHOR = "Zhang, T.X. and Xu, Z.Y. and Su, J.Y. and Yang, Z.F. and Liu, C.J. and Chen, W.H. and Li, J.Y.",
        TITLE = "Ir-UNet: Irregular Segmentation U-Shape Network for Wheat Yellow Rust
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        NUMBER = "19",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239127"}

@article{bb244190,
        AUTHOR = "He, L. and Qi, S.L. and Duan, J.Z. and Guo, T.C. and Feng, W. and He, D.X.",
        TITLE = "Monitoring of Wheat Powdery Mildew Disease Severity Using Multiangle
Hyperspectral Remote Sensing",
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        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239128"}

@article{bb244191,
        AUTHOR = "Zhu, K.Y. and Sun, Z.G. and Zhao, F. and Yang, T. and Tian, Z. and Lai, J.B. and Zhu, W. and Long, B.",
        TITLE = "Relating Hyperspectral Vegetation Indices with Soil Salinity at
Different Depths for the Diagnosis of Winter Wheat Salt Stress",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239129"}

@article{bb244192,
        AUTHOR = "Zheng, Q. and Ye, H.C. and Huang, W.J. and Dong, Y.Y. and Jiang, H. and Wang, C.Y. and Li, D. and Wang, L. and Chen, S.",
        TITLE = "Integrating Spectral Information and Meteorological Data to Monitor
Wheat Yellow Rust at a Regional Scale: A Case Study",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239130"}

@article{bb244193,
        AUTHOR = "Khan, I.H. and Liu, H.Y. and Li, W. and Cao, A.Z. and Wang, X. and Liu, H.Y. and Cheng, T. and Tian, Y.C. and Zhu, Y. and Cao, W.X. and Yao, X.",
        TITLE = "Early Detection of Powdery Mildew Disease and Accurate Quantification
of Its Severity Using Hyperspectral Images in Wheat",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "18",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927whru3.html#TT239131"}

@article{bb244194,
        AUTHOR = "Liu, W. and Sun, C.F. and Zhao, Y. and Xu, F. and Song, Y. and Fan, J. and Zhou, Y.L. and Xu, X.M.",
        TITLE = "Monitoring of Wheat Powdery Mildew under Different Nitrogen Input
Levels Using Hyperspectral Remote Sensing",
        JOURNAL = RS,
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@article{bb244197,
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@article{bb244198,
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        TITLE = "Combining Disease Mechanism and Machine Learning to Predict Wheat
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@article{bb244199,
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