Deep learning in remote sensing applications: A meta-analysis and review

Lei Ma, Yü Liu, Xueliang Zhang, +3

ISPRS Journal of Photogrammetry and Remote Sensing

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

Evaluating the saturation effect of vegetation indices in forests using 3D radiative transfer simulations and satellite observations

Si Gao, Run Zhong, Kai Yan, +6

Remote Sensing of Environment

Vegetation IndicesEngineeringSaturation EffectForestryGeography +7

A practical method for reducing terrain effect on land surface temperature using random forest regression

Wei Zhao, Si‐Bo Duan, Ainong Li, +1

Remote Sensing of Environment

ClimatologyTerrain EffectEngineeringLand UseGeography +13

An integrated method for validating long-term leaf area index products using global networks of site-based measurements

Baodong Xu, Jing Li, Taejin Park, +8

Remote Sensing of Environment

Plant AnalysisPrecision AgricultureEnvironmental MonitoringEngineeringBotany +12

Analysis of Global LAI/FPAR Products from VIIRS and MODIS Sensors for Spatio-Temporal Consistency and Uncertainty from 2012–2016

Baodong Xu, Taejin Park, Kai Yan, +8

Forests

Earth ObservationEnvironmental MonitoringEngineeringUncertainty EvaluationTerrestrial Sensing +21

Intercomparison and validation of MODIS and GLASS leaf area index (LAI) products over mountain areas: A case study in southwestern China

Huaan Jin, Ainong Li, Jinhu Bian, +4

International Journal of Applied Earth Observation and Geoinformation

Precision AgricultureEnvironmental MonitoringEngineeringBotanyLand Use +9

PLC: A simple and semi-physical topographic correction method for vegetation canopies based on path length correction

Gaofei Yin, Ainong Li, Shengbiao Wu, +6

Remote Sensing of Environment

Precision AgricultureEngineeringForest BiometricsGeomorphologyLand Use +12

Normalization of the temporal effect on the MODIS land surface temperature product using random forest regression

Wei Zhao, Hua Wu, Gaofei Yin, +1

ISPRS Journal of Photogrammetry and Remote Sensing

ClimatologyMeteorologyEngineeringTemporal EffectForestry +8

Modeling Canopy Reflectance Over Sloping Terrain Based on Path Length Correction

Gaofei Yin, Ainong Li, Wei Zhao, +3

IEEE Transactions on Geoscience and Remote Sensing

Canopy ReflectanceEngineeringGeomorphologyForestryCanopy Micrometeorology +16