Results 91 to 100 of about 339 (156)

Evaluating CFSR, MERRA-2, CHIRPS, and PERSIANN-CDR for groundwater level prediction in data-scarce tropical catchments with machine learning

Journal of Water and Climate Change
ABSTRACT Groundwater is critical for water security in tropical regions, yet its sustainable management is often hampered by sparse monitoring. This study developed a parsimonious Feedforward Neural Network (FNN) for level depth to groundwater forecasting under data-scarce conditions.
Jotham Ivan Sempewo, Ronald Ekyalimpa, Sandra Cecilia Muhirirwe, Emmanuel Okello   +3 more
openaire   +1 more source

Performance evaluation of high-resolution multiple satellite rainfall estimates for drought and flood monitoring in the Omo-Gibe Basin, Ethiopia

H2Open Journal
Ethiopia is highly vulnerable to recurrent droughts and floods, requiring reliable rainfall data for agro-hydrological applications and early warning systems. Satellite-derived precipitation products are valuable for early warning of droughts and floods,
Dawit Girma Burayu, Shankar Karuppannan, Gemechu Shuniye   +2 more
doaj   +1 more source

Satellite-based meteorological drought indicator to support food security in Java Island. [PDF]

PLoS One, 2022
Siswanto S, Wardani KK, Purbantoro B, Rustanto A, Zulkarnain F, Anggraheni E, Dewanti R, Nurlambang T, Dimyati M, Dimyati M.   +9 more
europepmc   +1 more source

Soil and vegetation water content identify the main terrestrial ecosystem changes. [PDF]

Natl Sci Rev, 2023
Bueso D, Piles M, Ciais P, Wigneron JP, Moreno-Martínez Á, Camps-Valls G.   +5 more
europepmc   +1 more source

Optimal selection of daily satellite precipitation product based on structural similarity index at 1 km resolution for the Pra catchment, Ghana. [PDF]

Sci Rep, 2023
Gyasi-Agyei Y, Obuobie E, Yu B, Addi M, Yahaya B.   +4 more
europepmc   +1 more source

Temporal Monitoring and Predicting of the Abundance of Malaria Vectors Using Time Series Analysis of Remote Sensing Data through Google Earth Engine. [PDF]

Sensors (Basel), 2022
Youssefi F, Zoej MJV, Hanafi-Bojd AA, Dariane AB, Khaki M, Safdarinezhad A, Ghaderpour E.   +6 more
europepmc   +1 more source

Rising ecosystem water demand exacerbates the lengthening of tropical dry seasons. [PDF]

Nat Commun, 2022
Xu H, Lian X, Slette IJ, Yang H, Zhang Y, Chen A, Piao S.   +6 more
europepmc   +1 more source

Evaluation and use of the PERSIANN-CDR precipitation product in a northern Portugal watershed

, 2022
Mahdi Alemi, Vanessa Ramos, Rodrigo Maia
openaire   +1 more source

Daily precipitation dataset at 0.1° for the Yarlung Zangbo River basin from 2001 to 2015. [PDF]

Sci Data, 2022
Zhao K, Peng D, Gu Y, Pang B, Zhu Z.
europepmc   +1 more source

Evaluating the accuracy of gridded precipitation datasets and CMIP6 GCM ensemble means against gauge observations in South Wollo, Ethiopia. [PDF]

Sci Rep
Assamnew AD, Gobie BG, Habtemicheal BA.
europepmc   +1 more source