Estimating leaf chlorophyll content of crops via optimal unmanned aerial vehicle hyperspectral data at multi-scales

Wanxue Zhu, Zhigang Sun, Ting Yang, +8

Computers and Electronics in Agriculture

Leaf Chlorophyll ContentPrecision AgricultureEnvironmental MonitoringEngineeringBotany +6

Estimating Maize Above-Ground Biomass Using 3D Point Clouds of Multi-Source Unmanned Aerial Vehicle Data at Multi-Spatial Scales

Wanxue Zhu, Zhigang Sun, Jinbang Peng, +5

Remote Sensing

Precision AgricultureEnvironmental MonitoringEngineeringLand UseField Robotics +18

The Optimal Phenological Phase of Maize for Yield Prediction with High-Frequency UAV Remote Sensing

Bin Yang, Wanxue Zhu, Ehsan Eyshi Rezaei, +3

Remote Sensing

Mono-temporal Uav DataPrecision AgricultureEngineeringLand UseForestry +16

Deep convolutional neural networks for estimating maize above-ground biomass using multi-source UAV images: a comparison with traditional machine learning algorithms

Danyang Yu, Yuanyuan Zha, Zhigang Sun, +7

Precision Agriculture

Multi-source Uav ImagesConvolutional Neural NetworkPrecision AgricultureMachine VisionEngineering +7

Relating Hyperspectral Vegetation Indices with Soil Salinity at Different Depths for the Diagnosis of Winter Wheat Salt Stress

Kangying Zhu, Zhigang Sun, Fenghua Zhao, +5

Remote Sensing

Winter WheatPrecision AgricultureEnvironmental MonitoringEngineeringBotany +20

Optimization of multi-source UAV RS agro-monitoring schemes designed for field-scale crop phenotyping

Wanxue Zhu, Zhigang Sun, Yaohuan Huang, +10

Precision Agriculture

Crop MonitoringPrecision AgricultureEnvironmental MonitoringField-scale Crop PhenotypingEngineering +9

UAV-based indicators of crop growth are robust for distinct water and nutrient management but vary between crop development phases

Wanxue Zhu, Ehsan Eyshi Rezaei, Hamideh Nouri, +4

Field Crops Research

Uav-based IndicatorsPrecision AgricultureEngineeringWater ResourcesAgricultural Water Management +10

Improving Field-Scale Wheat LAI Retrieval Based on UAV Remote-Sensing Observations and Optimized VI-LUTs

Wanxue Zhu, Zhigang Sun, Yaohuan Huang, +9

Remote Sensing

Precision AgricultureEnvironmental MonitoringEngineeringLai RetrievalLand Use +16

Crop canopy volume weighted by color parameters from UAV-based RGB imagery to estimate above-ground biomass of potatoes

Yang Liu, Fuqin Yang, Jibo Yue, +8

Computers and Electronics in Agriculture

Agricultural EngineeringPrecision AgricultureEngineeringColor ParametersLand Use +10

Refined urban canopy parameters and their impacts on simulation of urbanization-induced climate change

Bingyin Chen, Weiwen Wang, Wei Dai, +5

Urban Climate

Urban GeographyUrban ModellingUrban Canopy ModelingUrban Canopy ParametersGeography +8