A Deep Learning-Based Approach for Automated Yellow Rust Disease Detection from High-Resolution Hyperspectral UAV Images

Xin Zhang, Liangxiu Han, Yingying Dong, +7

Remote Sensing

Convolutional Neural NetworkPrecision AgricultureEngineeringMachine LearningConvolution Layers +14

Retrieval of crop biophysical parameters from Sentinel-2 remote sensing imagery

Qiaoyun Xie, Alfredo Huete, Aihui Jiang, +9

International Journal of Applied Earth Observation and Geoinformation

RadarPrecision AgricultureEnvironmental MonitoringCrop Biophysical ParametersEngineering +9

Wheat Yellow Rust Detection Using UAV-Based Hyperspectral Technology

Anting Guo, Wenjiang Huang, Yingying Dong, +7

Remote Sensing

Precision AgricultureImage AnalysisEnvironmental MonitoringEngineeringYellow Rust +12

Spatial prediction of soil organic matter using terrain indices and categorical variables as auxiliary information

Shiwen Zhang, Yuanfang Huang, Chongyang Shen, +2

Geoderma

Soil PedologyBiogeochemistryEngineeringSoil ModelingLand Use +9

A Comparison of Hybrid Machine Learning Algorithms for the Retrieval of Wheat Biophysical Variables from Sentinel-2

Deepak Upreti, Wenjiang Huang, Weiping Kong, +5

Remote Sensing

Precision AgricultureEnvironmental MonitoringMachine LearningBotanyEngineering +19

Spring green-up phenology products derived from MODIS NDVI and EVI: Intercomparison, interpretation and validation using National Phenology Network and AmeriFlux observations

Dailiang Peng, Chaoyang Wu, Cunjun Li, +7

Ecological Indicators

PhenomicsEnvironmental MonitoringEngineeringPhenologyNational Phenology Network +3

Recognition of Banana Fusarium Wilt Based on UAV Remote Sensing

Huichun Ye, Wenjiang Huang, Shanyu Huang, +5

Remote Sensing

Precision AgricultureEngineeringLand UseAgricultural EconomicsBanana Fusarium Wilt +16

Identification of Wheat Yellow Rust Using Spectral and Texture Features of Hyperspectral Images

Anting Guo, Wenjiang Huang, Huichun Ye, +4

Remote Sensing

Precision AgricultureEnvironmental MonitoringEngineeringBotanyYellow Rust +15

Assessment of leaf carotenoids content with a new carotenoid index: Development and validation on experimental and model data

Xianfeng Zhou, Wenjiang Huang, Weiping Kong, +3

International Journal of Applied Earth Observation and Geoinformation

NutritionCarotenoidEngineeringBotanyAgricultural Economics +7

A New Integrated Vegetation Index for the Estimation of Winter Wheat Leaf Chlorophyll Content

Bei Cui, Qianjun Zhao, Wenjiang Huang, +3

Remote Sensing

Photosynthesis StatusesPrecision AgricultureEnvironmental MonitoringEngineeringBotany +11