کد مقاله کد نشریه سال انتشار مقاله انگلیسی ترجمه فارسی نسخه تمام متن
8866418 1621184 2018 10 صفحه PDF سفارش دهید دانلود رایگان
عنوان انگلیسی مقاله ISI
Imaging lichen water content with visible to mid-wave infrared (400-5500 nm) spectroscopy
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موضوعات مرتبط
مهندسی و علوم پایه علوم زمین و سیارات کامپیوتر در علوم زمین
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Imaging lichen water content with visible to mid-wave infrared (400-5500 nm) spectroscopy
چکیده انگلیسی
The unique adaptation of lichens to repeated cycles of drying and rehydration makes them ideal subjects for developing remote sensing methodologies for water content estimation. This laboratory-based study evaluates the suitability of simple ratios (SR) and normalized difference indices (NDI), from several spectral regions; visible to near infrared (VNIR, 400-1000 nm), short-wave infrared (SWIR, 1000-2500 nm) and mid-wave infrared (MWIR, 2500-5500 nm) in the water content estimation of seven lichen species. The utilization of a wide wavelength range and several different lichen species allowed the evaluation of the robustness of the water content indices. Our results show that although there was high variability between different lichen species in their spectral responses to increasing water content, the best indices predicted water content accurately for the combination of species (RMSE 16.3%, 10.3% and 13.9% for the test set, in the VNIR, SWIR and MWIR regions, respectively). Generally the NDI indices were found to be slightly better than the SR indices. We also demonstrate the capability of imaging spectroscopy in creating detailed heat maps of the water content with these indices.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Remote Sensing of Environment - Volume 216, October 2018, Pages 301-310
نویسندگان
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