Concepedia

Deep learning in environmental remote sensing: Achievements and challenges

Qiangqiang Yuan, Huanfeng Shen, Tongwen Li, Zhiwei Li, Shuwen Li, Yun Jiang, Hongzhang Xu, Weiwei Tan, Qianqian Yang, Jiwen Wang,

Remote Sensing of Environment · 2020 · 1.6K citations · 264 references

Concepts

ComputingComputer ScienceEnvironmental SciencesGeospatial Artificial IntelligenceMachine LearningRemote SensingDeep LearningLand Cover Change DetectionMulti-temporal Image AnalysisRemote Sensing Change DetectionRemote Sensing Image AnalysisRemote Sensing ImageryConvolutional Neural Network-based Change DetectionDeep Learning-based IdentificationRemote Sensing CalibrationRemote Sensing For Environmental AssessmentRemote Sensing Image Features

References

264

Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

Kyunghyun Cho, Bart van Merriënboer, Çağlar Gülçehre et al. · 2014 · 24.4K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Object based image analysis for remote sensing

Thomas Blaschke · ISPRS Journal of Photogrammetry and Remote Sensing · 2009 · 4.4K citations · Full text

Computing, Earth Sciences, Geoinformatics +17

Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Kyunghyun Cho, Bart van Merriënboer, Çağlar Gülçehre et al. · arXiv (Cornell University) · 2014 · 3.4K citations · Full text

Computing, Computer Science, Computational Linguistics +16

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

IEEE Geoscience and Remote Sensing Magazine · 2017 · 3K citations · Full text

Computing, Computer Science, Earth Sciences +15

Ocean color chlorophyll algorithms for SeaWiFS

John E. O’Reilly, Stéphane Maritorena, B. Greg Mitchell et al. · Journal of Geophysical Research Atmospheres · 1998 · 2.5K citations

Natural Sciences, Marine Sciences, Oceanography +16