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

Evaluation of Feature Selection Methods for Object-Based Land Cover Mapping of Unmanned Aerial Vehicle Imagery Using Random Forest and Support Vector Machine Classifiers

Lei Ma, Tengyu Fu, Thomas Blaschke, +5

ISPRS International Journal of Geo-Information

Precision AgricultureEngineeringFeature SelectionLand CoverIncreased Feature Space +16

Training set size, scale, and features in Geographic Object-Based Image Analysis of very high resolution unmanned aerial vehicle imagery

Lei Ma, Liang Cheng, Manchun Li, +2

ISPRS Journal of Photogrammetry and Remote Sensing

Image ClassificationHigh ResolutionMachine VisionImage AnalysisEngineering +9

A systematic comparison of different object-based classification techniques using high spatial resolution imagery in agricultural environments

Manchun Li, Lei Ma, Thomas Blaschke, +2

International Journal of Applied Earth Observation and Geoinformation

Image ClassificationPrecision AgricultureImage AnalysisMachine VisionEngineering +13

Identifying industrial heat sources using time-series of the VIIRS Nightfire product with an object-oriented approach

Yongxue Liu, Chuanmin Hu, Wenfeng Zhan, +3

Remote Sensing of Environment

EngineeringThermographyData ScienceIndustrial EngineeringFire Safety +12

Mapping the Land Cover of Africa at 10 m Resolution from Multi-Source Remote Sensing Data with Google Earth Engine

Qingyu Li, Chunping Qiu, Lei Ma, +2

Remote Sensing

EngineeringGeomorphologyLand UseLand CoverEarth Science +15

Investigating urban heat-related health risks based on local climate zones: A case study of Changzhou in China

Lei Ma, Guoan Huang, Brian Alan Johnson, +7

Sustainable Cities and Society

Urban GeographyLocal Climate ZonesEnvironmental HealthUrban Climate ImpactUrban Heat Island +8

Making Landsat Time Series Consistent: Evaluating and Improving Landsat Analysis Ready Data

Shi Qiu, Yukun Lin, Rong Shang, +3

Remote Sensing

Earth ObservationPrecision AgricultureEnvironmental MonitoringEngineeringGeomorphology +18

Object-Based Change Detection in Urban Areas: The Effects of Segmentation Strategy, Scale, and Feature Space on Unsupervised Methods

Lei Ma, Manchun Li, Thomas Blaschke, +5

Remote Sensing

Segmentation ScalesEngineeringFeature DetectionShift DetectionLand Use +21

Constructing Ecological Networks Based on Habitat Quality Assessment: A Case Study of Changzhou, China

Yu Gao, Lei Ma, Jiaxun Liu, +3

Scientific Reports