Understanding groundwater droughts using detrended historical meteorological data and long-term groundwater modelling

Autor: Wout A. Schutten, Michiel Pezij, Rick J. Hogeboom, U. Nicole Jungermann, Denie C.M. Augustijn

Publikováno v: Netherlands Journal of Geosciences, Vol 103 (2024)

Groundwater is a vital resource for various water users in the Netherlands. However, due to a changing climate, increasing water demand and changes in the water system, the country is increasingly exposed to groundwater droughts. Water managers use v

Externí odkaz: https://doaj.org/article/f7c93fffca854f67ab0d30dafadb85b3

Root zone soil moisture estimation with Random Forest

Autor: Corjan Nolet, Michiel Pezij, Martine van der Ploeg, Coleen Carranza

Publikováno v: Journal of Hydrology 593 (2021)
Journal of Hydrology, 593
Journal of hydrology, 593:125840. Elsevier

Accurate estimates of root zone soil moisture (RZSM) at relevant spatio-temporal scales are essential for many agricultural and hydrological applications. Applications of machine learning (ML) techniques to estimate root zone soil moisture are limite

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::17a21d4bd7b290c3dae453792ae3ac30
https://research.wur.nl/en/publications/root-zone-soil-moisture-estimation-with-random-forest

Validation of SMAP L2 passive-only soil moisture products using in situ measurements collected in Twente, The Netherlands

Autor: Rajat Bindlish, Andreas Colliander, Steven Chan, Dienie C.M. Augustijn, Michiel Pezij, Thomas J. Jackson, H.F. Benninga, Zhongbo Su, Dimmie M.D. Hendriks, Rogier van der Velde

The Twente region in the east of the Netherlands has a network with twenty soil monitoring stations that has been utilized for validation of the Soil Moisture Active/Passive (SMAP) passive-only soil moisture products. Over the period from April 2015

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::94190e6e3188bb5e1596e0a93b2a28fc
https://doi.org/10.5194/hess-2019-471

State updating of root zone soil moisture estimates of an unsaturated zone metamodel for operational water resources management

Autor: Suzanne J.M.H. Hulscher, Michiel Pezij, Denie C. M. Augustijn, Dimmie M.D. Hendriks, Albrecht Weerts, Stef Hummel, Rogier van der Velde

Publikováno v: Journal of Hydrology X, Vol 4, Iss, Pp-(2019)
Journal of Hydrology X 4 (2019)
Journal of hydrology, 4:100040. Elsevier
Journal of Hydrology X, 4

Combining metamodels with data assimilation schemes allows the incorporation of up-to-date information in metamodels, offering new opportunities for operational water resources management. We developed a data assimilation scheme for the unsaturated z

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::22815c76ecef26197ccd3a4411f32c4b
http://www.sciencedirect.com/science/article/pii/S2589915519300240

Applying transfer function-noise modelling to characterize soil moisture dynamics: a data-driven approach using remote sensing data

Autor: Michiel Pezij, Dimitri Hendriks, Suzanne J.M.H. Hulscher, Denie C. M. Augustijn

Publikováno v: Environmental modelling & software, 131:104756. Elsevier

The increasing availability of remotely sensed soil moisture data offers new opportunities for data-driven modelling approaches as alternatives for process-based modelling. This study presents the applicability of transfer function-noise (TFN) modell

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::825cae6acb4b796c1cd2c9f5513b8a55
https://doi.org/10.1016/j.envsoft.2020.104756