Multiple kernel learning for hyperspectral image classification: A review
With the rapid development of spectral imaging techniques, classification of hyperspectral
images (HSIs) has attracted great attention in various applications such as land survey and …
images (HSIs) has attracted great attention in various applications such as land survey and …
Advances in spectral-spatial classification of hyperspectral images
Recent advances in spectral-spatial classification of hyperspectral images are presented in
this paper. Several techniques are investigated for combining both spatial and spectral …
this paper. Several techniques are investigated for combining both spatial and spectral …
Groundwater resources management through the applications of simulation modeling: A review
A Singh - Science of the Total Environment, 2014 - Elsevier
The global population is increasing rapidly and expected to touch the 9.5 billion mark by
2050 from the current 7.2 billion. The management of the groundwater resources is a …
2050 from the current 7.2 billion. The management of the groundwater resources is a …
Improved automated detection of subpixel-scale inundation—Revised dynamic surface water extent (DSWE) partial surface water tests
JW Jones - Remote Sensing, 2019 - mdpi.com
In order to produce useful hydrologic and aquatic habitat data from the Landsat system, the
US Geological Survey has developed the “Dynamic Surface Water Extent”(DSWE) Landsat …
US Geological Survey has developed the “Dynamic Surface Water Extent”(DSWE) Landsat …
Vegetation dynamics from NDVI time series analysis using the wavelet transform
A multi-resolution analysis (MRA) based on the wavelet transform (WT) has been
implemented to study NDVI time series. These series, which are non-stationary and present …
implemented to study NDVI time series. These series, which are non-stationary and present …
Mediterranean desertification and land degradation: Map** related land use change syndromes based on satellite observations
In past decades, the European Mediterranean has undergone widespread land use
transformations. These are largely driven by changes of socio-economic conditions, such as …
transformations. These are largely driven by changes of socio-economic conditions, such as …
[BOOK][B] Remote sensing of soil salinization: Impact on land management
G Metternicht, A Zinck - 2008 - taylorfrancis.com
Recognized and advocated as a powerful tool, the role of remote sensing in identifying,
map**, and monitoring soil salinity and salinization will continue to expand. Remote …
map**, and monitoring soil salinity and salinization will continue to expand. Remote …
Spectral unmixing
Satellite imagery is formed by finite digital numbers representing a specific location of
ground surface in which each matrix element is denominated as a picture element or pixel …
ground surface in which each matrix element is denominated as a picture element or pixel …
Spectral alignment of multi-temporal cross-sensor images with automated kernel canonical correlation analysis
In this paper we present an approach to perform relative spectral alignment between optical
cross-sensor acquisitions. The proposed method aims at projecting the images from two …
cross-sensor acquisitions. The proposed method aims at projecting the images from two …
Multispectral remote sensing of wetlands in semi-arid and arid areas: a review on applications, challenges and possible future research directions
Wetlands are ranked as very diverse ecosystems, covering about 4–6% of the global land
surface. They occupy the transition zones between aquatic and terrestrial environments, and …
surface. They occupy the transition zones between aquatic and terrestrial environments, and …