Evaluating maize phenotype dynamics under drought stress using terrestrial lidar

Yanjun Su, Fangfang Wu, Zurui Ao, +6

Plant Methods

A national-scale assessment of land subsidence in China’s major cities

Zurui Ao, Xiaomei Hu

Science

Urban-coastal InteractionCoastal EngineeringEngineeringGeomorphologyLand Use +25

Exploring the seasonal effects of urban morphology on land surface temperature in urban functional zones

Yefei Liu, Weijie Zhang, Wenkai Liu, +5

Sustainable Cities and Society

ClimatologyUrban GeographyEarth ScienceUrban MorphologyEngineering +11

Deep Learning Approaches for the Mapping of Tree Species Diversity in a Tropical Wetland Using Airborne LiDAR and High-Spatial-Resolution Remote Sensing Images

Ying Sun, Jianfeng Huang, Zurui Ao, +2

Forests

EngineeringForest BiometricsForestryTropical WetlandTerrestrial Sensing +15

Automatic segmentation of stem and leaf components and individual maize plants in field terrestrial LiDAR data using convolutional neural networks

Zurui Ao, Fangfang Wu, Saihan Hu, +4

The Crop Journal

Convolutional Neural NetworkPrecision AgricultureEngineeringPoint Cloud ProcessingTerrestrial Sensing +20

One-Class Classification of Airborne LiDAR Data in Urban Areas Using a Presence and Background Learning Algorithm

Zurui Ao, Yanjun Su, Wenkai Li, +2

Remote Sensing

EngineeringMachine LearningBackground Learning AlgorithmPoint Cloud ProcessingClassification Method +19

Constructing 10-m NDVI Time Series From Landsat 8 and Sentinel 2 Images Using Convolutional Neural Networks

Zurui Ao, Ying Sun, Qinchuan Xin

IEEE Geoscience and Remote Sensing Letters

Convolutional Neural NetworkPrecision AgricultureEnvironmental MonitoringDifference Vegetation IndexEngineering +19

Decadal Lake Volume Changes (2003–2020) and Driving Forces at a Global Scale

Yuhao Feng, Heng Zhang, Shengli Tao, +10

Remote Sensing

Earth ObservationEnvironmental MonitoringEngineeringWater ResourcesGeography +12

Enhanced Vegetation Growth in the Urban Environment Across 32 Cities in the Northern Hemisphere

Yongjian Ruan, Xinchang Zhang, Qinchuan Xin, +2

Journal of Geophysical Research Biogeosciences

EngineeringLand UseUrban VegetationPhenologySocial Sciences +21

Deep Learning-Based Spatiotemporal Data Fusion Using a Patch-to-Pixel Mapping Strategy and Model Comparisons

Zurui Ao, Ying Sun, Xiaoyu Pan, +1

IEEE Transactions on Geoscience and Remote Sensing

Remote Sensing ImagesConvolutional Neural NetworkEngineeringMachine LearningSpatiotemporal Data Fusion +19