Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing

As computer and space technologies have been developed, geoscience information systems (GIS) and remote sensing (RS) technologies, which deal with the geospatial information, have been rapidly maturing. Moreover, over the last few decades, machine learning techniques including artificial neural netw...

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Bibliographic Details
Format:	eBook
Language:	English
Published:	MDPI - Multidisciplinary Digital Publishing Institute 2019
Subjects:	Pharmaceutical chemistry and technology ALS point cloud alternating direction method of multipliers artificial neural network bagging ensemble Bayes net boosted regression tree change detection classification classification-based learning coarse particle colorization constrained spatial smoothing convergence time convolutional network convolutional neural networks crop data mining techniques deep learning environmental variables feature selection Gaofen-2 geoherb GIS gray-level co-occurrence matrix grayscale aerial image gully erosion high-resolution hybrid model hybrid structure convolutional neural networks information gain ionospheric delay constraints land subsidence land use/land cover (LULC) landsat image landslide landslide prediction landslide susceptibility landslide susceptibility map large scene leaf area index (LAI) logistic Logistic Model Trees logistic regression logit boost machine learning mapping materia medica resource model assessment model switching model validation multi-scale multilayer perceptron n/a naïve Bayes neural networks object detection one-class classifiers optical remote sensing Panax notoginseng panchromatic particulate matter 10 (PM10) precise weighting predictive accuracy Qaidam Basin random forest random forest regression real-time precise point positioning remote sensing remote sensing image segmentation reproducible research SCAI sensitivity analysis Sentinel-2 single-class data descriptors spatial predictions spatial predictive models spatial sparse recovery spatial spline regression spectral bands support vector machine texture traffic CO traffic CO prediction training sample size transfer learning TRMM unmanned aerial vehicle variable selection Vietnam weights of evidence winter wheat spatial distribution
Online Access:	Open Access: DOAB: description of the publication Open Access: DOAB, download the publication

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Open Access: DOAB: description of the publication
Open Access: DOAB, download the publication

Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing

Internet

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