The potential of more accurate InSAR covariance matrix estimation for land cover mapping
Sign Up to like & getrecommendations! Published in 2017 at "Isprs Journal of Photogrammetry and Remote Sensing"
DOI: 10.1016/j.isprsjprs.2017.02.009
Abstract: Abstract Synthetic aperture radar (SAR) and Interferometric SAR (InSAR) provide both structural and electromagnetic information for the ground surface and therefore have been widely used for land cover classification. However, relatively few studies have developed… read more here.
Keywords: estimation; cover mapping; land; insar ... See more keywords
Mining the regularity of landscape-structure heterogeneity to improve urban land-cover mapping
Sign Up to like & getrecommendations! Published in 2018 at "Remote Sensing of Environment"
DOI: 10.1016/j.rse.2018.05.019
Abstract: Abstract The availability of remote sensing images of various resolutions has enabled the incorporation of landscape structures in land-cover mapping. Despite the effectiveness of landscape metrics in quantifying landscape structures, they are inadequate in characterizing… read more here.
Keywords: urban land; cover mapping; landscape; landscape structure ... See more keywords
The effect of seasonal variation on automated land cover mapping from multispectral airborne laser scanning data
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Remote Sensing"
DOI: 10.1080/01431161.2018.1528023
Abstract: ABSTRACT Multispectral airborne laser scanning (MS-ALS) sensors are a new promising source of data for automated mapping methods. Finding an optimal time for data acquisition is important in all mapping applications based on remotely sensed… read more here.
Keywords: multispectral airborne; cover mapping; airborne laser; cover ... See more keywords
Operational continental-scale land cover mapping of Australia using the Open Data Cube
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Digital Earth"
DOI: 10.1080/17538947.2022.2130461
Abstract: ABSTRACT To comprehensively support national and international initiatives for sustainable development, land cover products need to be reliably and routinely generated within operational frameworks. Coupled with consistent semantics and taxonomies, ensuring confidence in mapping land… read more here.
Keywords: open data; cover mapping; land; land cover ... See more keywords
A novel method for urban land cover mapping based on new vegetation indices and texture-spectral information from fused visible and hyperspectral thermal infrared airborne data
Sign Up to like & getrecommendations! Published in 2017 at "European Journal of Remote Sensing"
DOI: 10.1080/22797254.2017.1328645
Abstract: ABSTRACT Update information on urban regions has been substantial for management communities. In this research, a novel method was developed for Urban Land Cover Mapping (ULCM). Textural-spectral features obtained from Hyperspectral Thermal Infrared (HTIR) data… read more here.
Keywords: novel method; urban land; cover mapping; method ... See more keywords
Temporal-Domain Adaptation for Satellite Image Time-Series Land-Cover Mapping With Adversarial Learning and Spatially Aware Self-Training
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2023.3263755
Abstract: Nowadays, satellite image time series (SITS) are commonly employed to derive land-cover maps (LCM) to support decision makers in a variety of land management applications. In the most general workflow, the production of LCM strongly… read more here.
Keywords: time; transfer; satellite image; domain ... See more keywords
Binary and Fractional MODIS Snow Cover Mapping Boosted by Machine Learning and Big Landsat Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3198508
Abstract: It is promising to improve Moderate Resolution Imaging Spectroradiometer (MODIS) snow cover mapping by training effective machine learning models. However, considering the strong spatiotemporal heterogeneity of snow cover, the representativeness of training samples becomes a… read more here.
Keywords: cover mapping; inline formula; snow cover; tex math ... See more keywords
Alternating direction method-based endmember extraction for a distributed fraction cover mapping of mineralogy at Jahazpur, India
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Applied Remote Sensing"
DOI: 10.1117/1.jrs.14.044510
Abstract: Abstract. The quantification of mineral resources refers to the fractional contribution of endmembers at the pixel level, namely, fraction cover mapping of mineralogy. Over a large area, the mineral deposit occurs generally in a limited… read more here.
Keywords: model; cover mapping; fraction cover; mineralogy ... See more keywords
Land Cover Mapping with Convolutional Neural Networks Using Sentinel-2 Images: Case Study of Rome
Sign Up to like & getrecommendations! Published in 2023 at "Land"
DOI: 10.3390/land12040879
Abstract: Land cover monitoring is crucial to understand land transformations at a global, regional and local level, and the development of innovative methodologies is necessary in order to define appropriate policies and land management practices. Deep… read more here.
Keywords: neural networks; land; convolutional neural; cover mapping ... See more keywords