Estimating land surface evaporation: A review of methods using remotely sensed surface temperature data
This paper reviews methods for estimating evaporation from landscapes, regions and larger
geographic extents, with remotely sensed surface temperatures, and highlights uncertainties …
geographic extents, with remotely sensed surface temperatures, and highlights uncertainties …
Uncertainty in hydrologic modeling: Toward an integrated data assimilation framework
Y Liu, HV Gupta - Water resources research, 2007 - Wiley Online Library
Despite significant recent developments in computational power and distributed hydrologic
modeling, the issue of how to adequately address the uncertainty associated with …
modeling, the issue of how to adequately address the uncertainty associated with …
[BOOK][B] Rainfall-runoff modelling: the primer
KJ Beven - 2012 - books.google.com
Rainfall-Runoff Modelling: The Primer, Second Edition is the follow-up of this popular and
authoritative text, first published in 2001. The book provides both a primer for the novice and …
authoritative text, first published in 2001. The book provides both a primer for the novice and …
Enhancing streamflow forecast and extracting insights using long‐short term memory networks with data integration at continental scales
Recent observations with varied schedules and types (moving average, snapshot, or
regularly spaced) can help to improve streamflow forecasts, but it is challenging to integrate …
regularly spaced) can help to improve streamflow forecasts, but it is challenging to integrate …
[HTML][HTML] Evaluation of 18 satellite-and model-based soil moisture products using in situ measurements from 826 sensors
Abstract Information about the spatiotemporal variability of soil moisture is critical for many
purposes, including monitoring of hydrologic extremes, irrigation scheduling, and prediction …
purposes, including monitoring of hydrologic extremes, irrigation scheduling, and prediction …
Hydrologic data assimilation with the ensemble Kalman filter
Soil moisture controls the partitioning of moisture and energy fluxes at the land surface and
is a key variable in weather and climate prediction. The performance of the ensemble …
is a key variable in weather and climate prediction. The performance of the ensemble …
[HTML][HTML] Root zone soil moisture estimation with Random Forest
Accurate estimates of root zone soil moisture (RZSM) at relevant spatio-temporal scales are
essential for many agricultural and hydrological applications. Applications of machine …
essential for many agricultural and hydrological applications. Applications of machine …
On the value of soil moisture measurements in vadose zone hydrology: A review
We explore and review the value of soil moisture measurements in vadose zone hydrology
with a focus on the field and catchment scales. This review is motivated by the increasing …
with a focus on the field and catchment scales. This review is motivated by the increasing …
A review on reflective remote sensing and data assimilation techniques for enhanced agroecosystem modeling
During the last 50 years, the management of agroecosystems has been undergoing major
changes to meet the growing demand for food, timber, fibre and fuel. As a result of this …
changes to meet the growing demand for food, timber, fibre and fuel. As a result of this …
[BOOK][B] Sampling for natural resource monitoring
" Four pedometricians have written this new book on sampling. They are often consulted by
colleagues who need to plan sampling schemes for monitoring, but have not felt able to …
colleagues who need to plan sampling schemes for monitoring, but have not felt able to …