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[HTML][HTML] Crop monitoring by multimodal remote sensing: A review
Effective approaches to achieve food safety and security can prevent catastrophic situations.
Therefore, it is required to monitor agricultural crops on a regular basis. This can be easily …
Therefore, it is required to monitor agricultural crops on a regular basis. This can be easily …
Random forest and rotation forest for fully polarized SAR image classification using polarimetric and spatial features
Abstract Fully Polarimetric Synthetic Aperture Radar (PolSAR) has the advantages of all-
weather, day and night observation and high resolution capabilities. The collected data are …
weather, day and night observation and high resolution capabilities. The collected data are …
Land use/land cover in view of earth observation: Data sources, input dimensions, and classifiers—A review of the state of the art
Land use/land cover (LULC) is a fundamental concept of the Earth's system intimately
connected to many phases of the human and physical environment. Earth observation (EO) …
connected to many phases of the human and physical environment. Earth observation (EO) …
Fusion of Sentinel-1A and Sentinel-2A data for land cover map**: a case study in the lower Magdalena region, Colombia
Land cover–land use (LCLU) classification tasks can take advantage of the fusion of radar
and optical remote sensing data, leading generally to increase map** accuracy. Here we …
and optical remote sensing data, leading generally to increase map** accuracy. Here we …
Comparison of object-based and pixel-based Random Forest algorithm for wetland vegetation map** using high spatial resolution GF-1 and SAR data
Vegetation is an integral component of wetland ecosystems. Map** distribution, quality
and quantity of wetland vegetation is important for wetland protection, management and …
and quantity of wetland vegetation is important for wetland protection, management and …
Dynamic detection of water surface area of Ebinur Lake using multi-source satellite data (Landsat and Sentinel-1A) and its responses to changing environment
In arid and semi-arid climatic areas, lakes are extremely essential for fragile ecological
environment and regional sustainable development. Ebinur Lake is an important component …
environment and regional sustainable development. Ebinur Lake is an important component …
[HTML][HTML] Spaceborne L-band synthetic aperture radar data for geoscientific analyses in coastal land applications: A review
The coastal zone offers among the world's most productive and valuable ecosystems and is
experiencing increasing pressure from anthropogenic impacts: human settlements …
experiencing increasing pressure from anthropogenic impacts: human settlements …
The combined use of remote sensing and social sensing data in fine-grained urban land use map**: A case study in Bei**g, China
In light of the need for fine-grained, accurate, and timely urban land use information, a per-
field classification approach was proposed in this paper to automatically map fine-grained …
field classification approach was proposed in this paper to automatically map fine-grained …
[HTML][HTML] Detection of oil pollution impacts on vegetation using multifrequency SAR, multispectral images with fuzzy forest and random forest methods
Oil pollution harms terrestrial ecosystems. There is an urgent requirement to improve on
existing methods for detecting, map** and establishing the precise extent of oil-impacted …
existing methods for detecting, map** and establishing the precise extent of oil-impacted …