Testing the suitability of Marginal Distribution Sampling as a gap‐filling method using some meteorological data from seven sites in West Africa

Multiple gap-filling for eddy covariance datasets

(2022) Antje M. Lucas-Moffat et al.   AGRICULTURAL AND FOREST METEOROLOGY

Developing machine learning algorithms for meteorological temperature and humidity forecasting at Terengganu state in Malaysia

(2021) Marwah Sattar Hanoon et al.   Scientific Reports

Prediction of missing temperature data using different machine learning methods

(2021) Okan Mert Katipoğlu   Arabian Journal of Geosciences

Towards a historical precipitation database for West Africa: Overview, quality control and harmonization

(2021) Jan Bliefernicht et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

BiLSTM-I: A Deep Learning-Based Long Interval Gap-Filling Method for Meteorological Observation Data

(2021) Chuanjie Xie et al.   International Journal of Environmental Research and Public Health

Evaluation of High-Resolution Satellite-Derived Solar Radiation Data for PV Performance Simulation in East Africa

(2021) Diane Palmer et al.   Sustainability

Stable gap-filling for longer eddy covariance data gaps: A globally validated machine-learning approach for carbon dioxide, water, and energy fluxes

(2021) Songyan Zhu et al.   AGRICULTURAL AND FOREST METEOROLOGY

Integral turbulence characteristics over a clear woodland forest in northern Benin (West Africa)

(2021) Miriam Hounsinou et al.   ATMOSPHERIC RESEARCH

Variability and change of climate extremes from indigenous herder knowledge and at meteorological stations across central Mongolia

(2020) Sukh Tumenjargal et al.   Frontiers of Earth Science

The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data

(2020) Gilberto Pastorello et al.   Scientific Data

Activation soil moisture accounting (ASMA) for runoff estimation using soil conservation service curve number (SCS-CN) method

(2020) S. Verma et al.   JOURNAL OF HYDROLOGY

Gap-filling approaches for eddy covariance methane fluxes: A comparison of three machine learning algorithms and a traditional method with principal component analysis

(2019) Yeonuk Kim et al.   GLOBAL CHANGE BIOLOGY

Gap filling of monthly temperature data and its effect on climatic variability and trends

(2019) Santiago Beguería et al.   JOURNAL OF CLIMATE

Introducing Gradient Boosting as a universal gap filling tool for meteorological time series

(2018) Philipp Körner et al.   METEOROLOGISCHE ZEITSCHRIFT

AMMA-CATCH, a Critical Zone Observatory in West Africa Monitoring a Region in Transition

(2018) S. Galle et al.   VADOSE ZONE JOURNAL

A 60-year reconstructed high-resolution local meteorological data set in Central Sahel (1950-2009): evaluation, analysis and application to land surface modelling

(2016) C. Leauthaud et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Dynamics of water vapor and energy exchanges above two contrasting Sudanian climate ecosystems in Northern Benin (West Africa)

(2016) Ossénatou Mamadou et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Statistical uncertainty of eddy covariance CO 2 fluxes inferred using a residual bootstrap approach

(2015) Huei-Jin Wang et al.   AGRICULTURAL AND FOREST METEOROLOGY

A continental-scale hydrology and water quality model for Europe: Calibration and uncertainty of a high-resolution large-scale SWAT model

(2015) K.C. Abbaspour et al.   JOURNAL OF HYDROLOGY

The quiet revolution of numerical weather prediction

(2015) Peter Bauer et al.   NATURE

Comparison between meteorological re-analyses from ERA-Interim and MERRA and measurements of daily solar irradiation at surface

(2015) Alexandre Boilley et al.   RENEWABLE ENERGY

Evaluation of statistical gap fillings for continuous energy flux (evapotranspiration) measurements for two different land cover types

(2015) Jongmin Park et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Solar energy resource assessment in Chile: Satellite estimation and ground station measurements

(2014) Rodrigo A. Escobar et al.   RENEWABLE ENERGY

Characterising performance of environmental models

(2012) Neil D. Bennett et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Infilling of missing rainfall and streamflow data in the Shire River basin, Malawi – A self organizing map approach

(2012) F.D. Mwale et al.   PHYSICS AND CHEMISTRY OF THE EARTH

Long term monitoring of the chemical composition of precipitation and wet deposition fluxes over three Sahelian savannas

(2011) D. Laouali et al.   ATMOSPHERIC ENVIRONMENT

The ERA-Interim reanalysis: configuration and performance of the data assimilation system

(2011) D. P. Dee et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Indices for monitoring changes in extremes based on daily temperature and precipitation data

(2011) Xuebin Zhang et al.   Wiley Interdisciplinary Reviews-Climate Change

Gap filling of solar wind data by singular spectrum analysis

(2010) D. Kondrashov et al.   GEOPHYSICAL RESEARCH LETTERS

The AMMA-CATCH Gourma observatory site in Mali: Relating climatic variations to changes in vegetation, surface hydrology, fluxes and natural resources

(2009) E. Mougin et al.   JOURNAL OF HYDROLOGY

AMMA-CATCH studies in the Sahelian region of West-Africa: An overview

(2009) Thierry Lebel et al.   JOURNAL OF HYDROLOGY