Automated tree-crown and height detection in a young forest plantation using mask region-based convolutional neural network (Mask R-CNN)

Zhenbang Hao, Lili Lin, Christopher J. Post, +5

ISPRS Journal of Photogrammetry and Remote Sensing

Image ClassificationConvolutional Neural NetworkMachine VisionComputer VisionImage Analysis +11

Comparison of Classical Methods and Mask R-CNN for Automatic Tree Detection and Mapping Using UAV Imagery

Kunyong Yu, Zhenbang Hao, Christopher J. Post, +5

Remote Sensing

Convolutional Neural NetworkPrecision AgricultureEngineeringForest BiometricsForestry +17

Monitoring Land Cover Change on a Rapidly Urbanizing Island Using Google Earth Engine

Lili Lin, Zhenbang Hao, Christopher J. Post, +4

Applied Sciences

EngineeringLand UseChange DetectionLand CoverLand Degradation +19

Assessing tree height and density of a young forest using a consumer unmanned aerial vehicle (UAV)

Zhenbang Hao, Lili Lin, Christopher J. Post, +5

New Forests

EngineeringAerial RoboticsForest InventoryAerospace EngineeringForest Biometrics +9

The Influence of Green Space Patterns on Land Surface Temperature in Different Seasons: A Case Study of Fuzhou City, China

Liuqing Yang, Kunyong Yu, Jingwen Ai, +4

Remote Sensing

EngineeringUrban Climate ImpactUrban Heat IslandUrban Green SpaceUrban Weather +21

Monitoring Ecological Changes on a Rapidly Urbanizing Island Using a Remote Sensing-Based Ecological Index Produced Time Series

Lili Lin, Zhenbang Hao, Christopher J. Post, +1

Remote Sensing

Environmental MonitoringEngineeringLand UseLand CoverEcological Changes +14

A comparative study on the applicability and effectiveness of NSVI and NDVI for estimating fractional vegetation cover based on multi-source remote sensing image

Zhanghua Xu, Yifan Li, Bin Li, +11

Geocarto International

Precision AgricultureEnvironmental MonitoringEngineeringLand UseForestry +21

How Does Sample Labeling and Distribution Affect the Accuracy and Efficiency of a Deep Learning Model for Individual Tree-Crown Detection and Delineation

Zhenbang Hao, Christopher J. Post, Elena A. Mikhailova, +3

Remote Sensing

Convolutional Neural NetworkPrecision AgricultureEngineeringMachine LearningForest Biometrics +24

Protection of Coastal Shelter Forests Using UAVs: Individual Tree and Tree-Height Detection in Casuarina equisetifolia L. Forests

Lili Lin, Zhenbang Hao, Christopher J. Post, +1

Forests

Environmental MonitoringEngineeringUav ImageryForestryCanopy Micrometeorology +15

Recent Changes in Temperature and Precipitation of the Summer and Autumn Seasons over Fujian Province, China

Zhiguo Ma, Qinyu Guo, Feiyue Yang, +4

Water

EngineeringExtreme WeatherDaily TemperatureClimate ModelingMorlet Wavelet Analysis +21