Spatial downscaling of satellite-based soil moisture products using machine learning techniques: A review

IP Senanayake, KRL Pathira Arachchilage, IY Yeo… - Remote Sensing, 2024 - mdpi.com
Soil moisture (SM) is a key variable driving hydrologic, climatic, and ecological processes.
Although it is highly variable, both spatially and temporally, there is limited data availability …

Ecohydrological implications of woody plant encroachment

TE Huxman, BP Wilcox, DD Breshears, RL Scott… - Ecology, 2005 - Wiley Online Library
Increases in the abundance or density of woody plants in historically semiarid and arid
grassland ecosystems have important ecological, hydrological, and socioeconomic …

Dryland ecohydrology and climate change: critical issues and technical advances

L Wang, P d'Odorico, JP Evans… - Hydrology and Earth …, 2012 - hess.copernicus.org
Drylands cover about 40% of the terrestrial land surface and account for approximately 40%
of global net primary productivity. Water is fundamental to the biophysical processes that …

Disaggregation of SMOS soil moisture in Southeastern Australia

O Merlin, C Rudiger, A Al Bitar… - … on Geoscience and …, 2012 - ieeexplore.ieee.org
Disaggregation based on Physical And Theoretical scale Change (DisPATCh) is an
algorithm dedicated to the disaggregation of soil moisture observations using high …

Dynamics of evapotranspiration in semiarid grassland and shrubland ecosystems during the summer monsoon season, central New Mexico

SA Kurc, EE Small - Water Resources Research, 2004 - Wiley Online Library
To understand the coupled water and energy cycles in semiarid environments, we
measured temporal fluctuations of evapotranspiration (ET) and identified key sources of the …

[PDF][PDF] Europe's 2003 heat wave: a satellite view of impacts and land–atmosphere feedbacks

BF Zaitchik, AK Macalady, LR Bonneau… - International Journal of …, 2006 - Citeseer
ABSTRACT A combination of satellite imagery, meteorological station data, and the
NCEP/NCAR reanalysis has been used to explore the spatial and temporal evolution of the …

Growth stage-dependent responses of carbon fixation process of alpine grasslands to climate change over the Tibetan Plateau, China

Y You, S Wang, N Pan, Y Ma, W Liu - Agricultural and Forest Meteorology, 2020 - Elsevier
Alpine grassland ecosystem on the Tibetan Plateau (TP) is highly sensitive to climate
change and plays a critical role in terrestrial carbon cycle. However, the long-term …

Relationship between evapotranspiration and precipitation pulses in a semiarid rangeland estimated by moisture flux towers and MODIS vegetation indices

PL Nagler, EP Glenn, H Kim, W Emmerich… - Journal of Arid …, 2007 - Elsevier
We used moisture Bowen ratio flux tower data and the enhanced vegetation index (EVI) from
the moderate resolution imaging spectrometer (MODIS) on the Terra satellite to measure …

Water balance and soil moisture deficit of different vegetation units under semiarid conditions in the andes of southern Ecuador

A Fries, K Silva, F Pucha-Cofrep, F Oñate-Valdivieso… - Climate, 2020 - mdpi.com
Water availability in semiarid regions is endangered, which is not only due to changing
climate conditions, but also to anthropogenic land use changes. The present study analyzed …

A Surface Temperature Initiated Closure (STIC) for surface energy balance fluxes

K Mallick, AJ Jarvis, E Boegh, JB Fisher… - Remote Sensing of …, 2014 - Elsevier
Abstract The use of Penman–Monteith (PM) equation in thermal remote sensing based
surface energy balance modeling is not prevalent due to the unavailability of any direct …