How can Big Data and machine learning benefit environment and water management: a survey of methods, applications, and future directions
Big Data and machine learning (ML) technologies have the potential to impact many facets
of environment and water management (EWM). Big Data are information assets …
of environment and water management (EWM). Big Data are information assets …
Satellite remote sensing of precipitation and the terrestrial water cycle in a changing climate
V Levizzani, E Cattani - Remote sensing, 2019 - mdpi.com
The water cycle is the most essential supporting physical mechanism ensuring the existence
of life on Earth. Its components encompass the atmosphere, land, and oceans. The cycle is …
of life on Earth. Its components encompass the atmosphere, land, and oceans. The cycle is …
Improving the predictive skill of a distributed hydrological model by calibration on spatial patterns with multiple satellite data sets
Hydrological model calibration combining Earth observations and in situ measurements is a
promising solution to overcome the limitations of the traditional streamflow‐only calibration …
promising solution to overcome the limitations of the traditional streamflow‐only calibration …
Know to predict, forecast to warn: a review of flood risk prediction tools
Flood prediction has advanced significantly in terms of technique and capacity to achieve
policymakers' objectives of accurate forecast and identification of flood-prone and impacted …
policymakers' objectives of accurate forecast and identification of flood-prone and impacted …
[HTML][HTML] A GIS based Fuzzy-AHP for delineating groundwater potential zones in tropical river basin, southern part of India
Groundwater plays a vital role in the development of ecological niches, the durability of the
environment, and the socio-economic growth of an area. To meet the demand for …
environment, and the socio-economic growth of an area. To meet the demand for …
Big data analytics and its role to support groundwater management in the southern African development community
Big data analytics (BDA) is a novel concept focusing on leveraging large volumes of
heterogeneous data through advanced analytics to drive information discovery. This paper …
heterogeneous data through advanced analytics to drive information discovery. This paper …
Advent of Big Data technology in environment and water management sector
Big Data is on the verge of explosion in terms of popularity in recent decades, and such a
trend is not going to stop anytime soon as it has a lot of room to grow. The increased …
trend is not going to stop anytime soon as it has a lot of room to grow. The increased …
Satellite-ground synchronous in-situ dataset of water optical parameters and surface temperature for typical lakes in China
M Zhai, X Zhou, Z Tao, Y ** a gap-filling algorithm using DNN for the Ts-VI triangle model to obtain temporally continuous daily actual evapotranspiration in an arid area of China
Temporally continuous daily actual evapotranspiration (ET) data play a critical role in water
resource management in arid areas. As a typical remotely sensed land surface temperature …
resource management in arid areas. As a typical remotely sensed land surface temperature …