[HTML][HTML] Crop monitoring by multimodal remote sensing: A review

P Karmakar, SW Teng, M Murshed, S Pang, Y Li… - Remote Sensing …, 2024 - Elsevier
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 …

Random forest and rotation forest for fully polarized SAR image classification using polarimetric and spatial features

P Du, A Samat, B Waske, S Liu, Z Li - ISPRS journal of photogrammetry …, 2015 - Elsevier
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 …

Land use/land cover in view of earth observation: Data sources, input dimensions, and classifiers—A review of the state of the art

PC Pandey, N Koutsias, GP Petropoulos… - Geocarto …, 2021 - Taylor & Francis
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) …

Fusion of Sentinel-1A and Sentinel-2A data for land cover map**: a case study in the lower Magdalena region, Colombia

N Clerici, CA Valbuena Calderón, JM Posada - Journal of Maps, 2017 - Taylor & Francis
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 …

Comparison of object-based and pixel-based Random Forest algorithm for wetland vegetation map** using high spatial resolution GF-1 and SAR data

B Fu, Y Wang, A Campbell, Y Li, B Zhang, S Yin… - Ecological …, 2017 - Elsevier
Vegetation is an integral component of wetland ecosystems. Map** distribution, quality
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

J Wang, J Ding, G Li, J Liang, D Yu, T Aishan, F Zhang… - Catena, 2019 - Elsevier
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 …

[HTML][HTML] Spaceborne L-band synthetic aperture radar data for geoscientific analyses in coastal land applications: A review

M Ottinger, C Kuenzer - Remote Sensing, 2020 - mdpi.com
The coastal zone offers among the world's most productive and valuable ecosystems and is
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

Y Zhang, Q Li, H Huang, W Wu, X Du, H Wang - Remote Sensing, 2017 - mdpi.com
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 …

[HTML][HTML] Detection of oil pollution impacts on vegetation using multifrequency SAR, multispectral images with fuzzy forest and random forest methods

MS Ozigis, JD Kaduk, CH Jarvis… - Environmental …, 2020 - Elsevier
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 …