Detecting Water Hyacinth Infestation in Kuttanad, India, Using Dual-Pol Sentinel-1 SAR Imagery
نویسندگان
چکیده
Water hyacinth (Pontederia crassipes, also known as Eichhornia crassipes) is a highly invasive aquatic macrophyte species, indigenous to Amazonia, Brazil and tropical South America. It was introduced India in 1896 has now become an environmental social challenge throughout the country community ponds, freshwater lakes, irrigation channels, rivers most other surface waterbodies. Considering its large speed of propagation on water under conducive conditions adverse impact infesting weed has, constant monitoring needed aid civic bodies, governments policy makers involved remedial measures. The synoptic coverage provided by satellite imaging remote sensing practices make it convenient find solution using this type data. While there established background for practice detection plants, use Synthetic Aperture Radar (SAR) yet be fully exploited hyacinth. This research focusses detecting within Vembanad Lake, Kuttanad, India. Here, results show that proven possible Sentinel-1 SAR A quantitative analysis performance presented traditional state-of-the-art change detectors. Analysis these more powerful detectors showed true positive ratings ~95% with 0.1% false alarm, showing significantly greater when compared We are therefore confident can monitored data extent infestation larger than resolution cell (bigger quarter hectare).
منابع مشابه
Automated Ice-Water Classification Using Dual Polarization SAR Satellite Imagery
Mapping ice and open water in ocean bodies is important for numerous purposes including environmental analysis and ship navigation. The Canadian Ice Service (CIS) has stipulated a need for an automated ice-water discrimination algorithm using dual polarization images produced by RADARSAT2. Automated methods can provide mappings in larger volumes, with more consistency, and in finer resolutions ...
متن کاملOcean Wave Parameters Retrieval from Sentinel-1 SAR Imagery
In this paper, a semi-empirical algorithm for significant wave height (Hs) and mean wave period (Tmw) retrieval from C-band VV-polarization Sentinel-1 synthetic aperture radar (SAR) imagery is presented. We develop a semi-empirical function for Hs retrieval, which describes the relation between Hs and cutoff wavelength, radar incidence angle, and wave propagation direction relative to radar loo...
متن کاملDeformation monitoring using Sentinel-1 SAR data
This paper describes the data processing and analysis procedure implemented by the authors to analyse Sentinel-1 data. The procedure is an advanced Differential Interferometric SAR (DInSAR) technique that generates deformation maps and time series of deformation from multiple SAR images acquired over the same site. The second part of the paper illustrates the results of the procedure. The first...
متن کاملFeature extraction of dual-pol SAR imagery for sea ice image segmentation
Dual-polarization synthetic aperture radar (SAR) image data, such as that available from RADARSAT-2, provides additional information for discriminating sea ice types compared to single-polarization data. A thorough investigation of published feature extraction and fusion techniques for making optimal use of this additional information for unsupervised sea ice image segmentation has been perform...
متن کاملClassification Comparisons between Compact Polarimetric and Quad-pol Sar Imagery
Recent interest in dual-pol SAR systems has lead to a novel approach, the so-called compact polarimetric imaging mode (CP) which attempts to reconstruct fully polarimetric information based on a few simple assumptions. In this work, the CP image is simulated from the full quad-pol (QP) image. We present here the initial comparison of polarimetric information content between QP and CP imaging mo...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Remote Sensing
سال: 2022
ISSN: ['2072-4292']
DOI: https://doi.org/10.3390/rs14122845