Can ensemble machine learning be used to predict the groundwater level dynamics of farmland under future climate: a 10-year study on Huaibei Plain

Modeling Climate Change Effects on Rice Yield and Soil Carbon under Variable Water and Nutrient Management

(2021) Zewei Jiang et al.   Sustainability

A Stacking Ensemble Learning Framework for Genomic Prediction

(2021) Mang Liang et al.   Frontiers in Genetics

Nonlinear dependency of N2O emissions on nitrogen input in dry farming systems may facilitate green development in China

(2021) Xiaobo Qin et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Delimiting the spatio-temporal uncertainty of climate-sensitive forest productivity projections using Support Vector Regression

(2021) M.A. González-Rodríguez et al.   ECOLOGICAL INDICATORS

Ensemble machine learning paradigms in hydrology: A review

(2021) Mohammad Zounemat-Kermani et al.   JOURNAL OF HYDROLOGY

Groundwater level modeling framework by combining the wavelet transform with a long short-term memory data-driven model

(2021) Chengcheng Wu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A machine learning based decision aid for lameness in dairy herds using farm-based records

(2020) Daniel Warner et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A comparative study among machine learning and numerical models for simulating groundwater dynamics in the Heihe River Basin, northwestern China

(2020) Chong Chen et al.   Scientific Reports

Predicting densities and elastic moduli of SiO2-based glasses by machine learning

(2020) Yong-Jie Hu et al.   npj Computational Materials

Effect of climate change on the contribution of groundwater to the root zone of winter wheat in the Huaibei Plain of China

(2020) Qiqi Gou et al.   AGRICULTURAL WATER MANAGEMENT

Development of a waterlogging analysis system for paddy fields in irrigation districts

(2020) Haorui Chen et al.   JOURNAL OF HYDROLOGY

A new artificial intelligence strategy for predicting the groundwater level over the Rafsanjan aquifer in Iran

(2020) Ahmad Sharafati et al.   JOURNAL OF HYDROLOGY

A machine learning-based forecasting system of perishable cargo flow in maritime transport

(2020) José Antonio Moscoso-López et al.   NEUROCOMPUTING

Climate Change, Land Use/Land Cover Change, and Population Growth as Drivers of Groundwater Depletion in the Central Valleys, Oaxaca, Mexico

(2019) Edwin Antonio Ojeda Olivares et al.   Remote Sensing

Analysis of rainfall infiltration and its influence on groundwater in rain gardens

(2019) Jiake Li et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Sensitivity Analysis on the Rising Relation between Short-Term Rainfall and Groundwater Table Adjacent to an Artificial Recharge Lake

(2019) Sheng-Hsin Hsieh et al.   Water

A multi-model integration method for monthly streamflow prediction: modified stacking ensemble strategy

(2019) Yujie Li et al.   JOURNAL OF HYDROINFORMATICS

Ensemble modelling framework for groundwater level prediction in urban areas of India

(2019) Basant Yadav et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Can machine learning find extraordinary materials?

(2019) Steven K. Kauwe et al.   COMPUTATIONAL MATERIALS SCIENCE

Estimating historical groundwater levels based on relations with hydrologic and meteorological variables in the U.S. glacial aquifer system

(2018) R.W. Dudley et al.   JOURNAL OF HYDROLOGY

Prediction of GWL with the help of GRACE TWS for unevenly spaced time series data in India : Analysis of comparative performances of SVR, ANN and LRM

(2018) Amritendu Mukherjee et al.   JOURNAL OF HYDROLOGY

Evaluation of SVM, ELM and four tree-based ensemble models for predicting daily reference evapotranspiration using limited meteorological data in different climates of China

(2018) Junliang Fan et al.   AGRICULTURAL AND FOREST METEOROLOGY

The Reaction of Groundwater to Several Months’ Meteorological Drought in Poland

(2018) Justyna Kubicz et al.   POLISH JOURNAL OF ENVIRONMENTAL STUDIES

An enhanced extreme learning machine model for river flow forecasting: State-of-the-art, practical applications in water resource engineering area and future research direction

(2018) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

Prediction of Groundwater Level in Ardebil Plain Using Support Vector Regression and M5 Tree Model

(2017) Mohammad Taghi Sattari et al.   Groundwater

Identification of the influencing factors on groundwater drought and depletion in north-western Bangladesh

(2017) Syed Md. Touhidul Mustafa et al.   HYDROGEOLOGY JOURNAL

An Empirical Comparison of Model Validation Techniques for Defect Prediction Models

(2017) Chakkrit Tantithamthavorn et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Crop Growth Characteristics and Waterlogging Risk Analysis of Huaibei Plain in Anhui Province, China

(2017) Simin Liu et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

Machine learning algorithms for modeling groundwater level changes in agricultural regions of the U.S.

(2017) S. Sahoo et al.   WATER RESOURCES RESEARCH

Crop Growth Characteristics and Waterlogging Risk Analysis of Huaibei Plain in Anhui Province, China

(2017) Simin Liu et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

Prediction of Groundwater Level in Ardebil Plain Using Support Vector Regression and M5 Tree Model

(2017) Mohammad Taghi Sattari et al.   Groundwater

Spatial Uniformity in Sensitivity Coefficient of Reference ET in the Texas High Plains

(2016)   APPLIED ENGINEERING IN AGRICULTURE

A novel SVM-kNN-PSO ensemble method for intrusion detection system

(2016) Abdulla Amin Aburomman et al.   APPLIED SOFT COMPUTING

Levels and distributions of organochlorine pesticides in the soil–groundwater system of vegetable planting area in Tianjin City, Northern China

(2016) Hong-Wei Pan et al.   ENVIRONMENTAL GEOCHEMISTRY AND HEALTH

Approximate Bayesian MLP regularization for regression in the presence of noise

(2016) Jung-Guk Park et al.   NEURAL NETWORKS

Impact of Climate Change on Salinization of Coastal Water Resources

(2016) N. Colombani et al.   WATER RESOURCES MANAGEMENT

Evaluation of the DSSAT-CSM for simulating yield and soil organic C and N of a long-term maize and wheat rotation experiment in the Loess Plateau of Northwestern China

(2015) Zhuo Ting Li et al.   AGRICULTURAL SYSTEMS

Artificial neural network ensemble modeling with exploratory factor analysis for streamflow forecasting

(2015) Sung Eun Kim et al.   JOURNAL OF HYDROINFORMATICS

Predicting groundwater level fluctuations with meteorological effect implications—A comparative study among soft computing techniques

(2013) Jalal Shiri et al.   COMPUTERS & GEOSCIENCES

Groundwater levels time series sensitivity to pluviometry and air temperature: a geostatistical approach to Sfax region, Tunisia

(2013) Ibtissem Triki et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Weather factors in the short-term forecasting of daily ambulance calls

(2013) Ho-Ting Wong et al.   INTERNATIONAL JOURNAL OF BIOMETEOROLOGY

Learning ensemble classifiers via restricted Boltzmann machines

(2013) Chun-Xia Zhang et al.   PATTERN RECOGNITION LETTERS

An Integrated Groundwater Management Mode Based on Control Indexes of Groundwater Quantity and Level

(2013) Fawen Li et al.   WATER RESOURCES MANAGEMENT

Groundwater Resources Sustainability: Past, Present, and Future

(2013) Larry W. Mays   WATER RESOURCES MANAGEMENT

Ground water and climate change

(2012) Richard G. Taylor et al.   Nature Climate Change

Rainfall–runoff modeling using artificial neural network coupled with singular spectrum analysis

(2011) C.L. Wu et al.   JOURNAL OF HYDROLOGY

Modeling irrigated cotton with shallow groundwater in the Aral Sea Basin of Uzbekistan: II. Soil salinity dynamics

(2009) I. Forkutsa et al.   IRRIGATION SCIENCE