دورية أكاديمية

Soil Moisture and Vegetation Water Content Retrieval Using QuikSCAT Data

التفاصيل البيبلوغرافية
العنوان: Soil Moisture and Vegetation Water Content Retrieval Using QuikSCAT Data
المؤلفون: Shadi Oveisgharan, Ziad Haddad, Joe Turk, Ernesto Rodriguez, Li Li
المصدر: Remote Sensing, Vol 10, Iss 4, p 636 (2018)
بيانات النشر: MDPI AG, 2018.
سنة النشر: 2018
المجموعة: LCC:Science
مصطلحات موضوعية: QuikSCAT, vegetation water content, soil moisture, Science
الوصف: Climate change and hydrological cycles can critically impact future water resources. Uncertainties in current climate models result in disagreement on the amount of water resources. Soil moisture and vegetation water content are key environmental variables on evaporation and transpiration at the land–atmosphere boundary. Radar remote sensing helps to improve our estimate of water resources spatially and temporally. This work proposes a backscattered power formulation for the Ku-band. Li et al. (2010) retrieved soil moisture and vegetation water content values using Windsat data and simultaneous collocated QuikSCAT backscattered power are used to estimate different parameters of backscatter formulation. These parameters are used to estimate soil moisture and vegetation water content using QuikSCAT power everywhere and every day during the summer season. The 2-folded cross validation method is used to evaluate the performance of soil moisture and vegetation water content retrieval. A relatively large correlation is observed between vegetation water content using WindSat and QuikSCAT data in land classes of Evergreen Needleleaf, Evergreen Broadleaf, Deciduous Broadleaf, and Mixed Forests. Similarly, the retrieved soil moisture using QuikSCAT in areas with bare surface fraction of greater than 60% shows relatively high correlation with WindSat values. QuikSCAT satellite collects data over land globally almost every day. Therefore, QuikSCAT data can be used to generate a global map of soil moisture and vegetation water content daily from 2000 to 2009.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2072-4292
Relation: http://www.mdpi.com/2072-4292/10/4/636; https://doaj.org/toc/2072-4292
DOI: 10.3390/rs10040636
URL الوصول: https://doaj.org/article/d3e2af2d8ae7463eacb92bf46dd49c34
رقم الأكسشن: edsdoj.3e2af2d8ae7463eacb92bf46dd49c34
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:20724292
DOI:10.3390/rs10040636