Machine learning models applied to TSS estimation in a reservoir using multispectral sensor onboard to RPA

Improving the resolution of UAV-based remote sensing data of water quality of Lake Hachiroko, Japan by neural networks

(2021) Kai Matsui et al.   Ecological Informatics

Effect of environmental covariable selection in the hydrological modeling using machine learning models to predict daily streamflow

(2021) Guilherme Barbosa Reis et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Estimation of chlorophyll-a Concentration of lakes based on SVM algorithm and Landsat 8 OLI images

(2020) Teng Zhang et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Machine learning reveals the importance of the formation enthalpy and atom-size difference in forming phases of high entropy alloys

(2020) Lei Zhang et al.   MATERIALS & DESIGN

Informative variable identifier: Expanding interpretability in feature selection

(2019) Sergio Muñoz-Romero et al.   PATTERN RECOGNITION

A hybrid training approach for leaf area index estimation via Cubist and random forests machine-learning

(2018) Rasmus Houborg et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comparison of four heuristic regression techniques in solar radiation modeling: Kriging method vs RSM, MARS and M5 model tree

(2018) Behrooz Keshtegar et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Simplified radiometric calibration for UAS-mounted multispectral sensor

(2018) Faheem Iqbal et al.   European Journal of Remote Sensing

Using recursive feature elimination in random forest to account for correlated variables in high dimensional data

(2018) Burcu F. Darst et al.   BMC GENETICS

Estimation of flow regime for a spatially varied Himalayan watershed using improved multi-site calibration of the Soil and Water Assessment Tool (SWAT) model

(2017) Mohammad Alfi Hasan et al.   Environmental Earth Sciences

A study of a matching pixel by pixel (MPP) algorithm to establish an empirical model of water quality mapping, as based on unmanned aerial vehicle (UAV) images

(2017) Tung-Ching Su   International Journal of Applied Earth Observation and Geoinformation

Optimal interpolation of satellite and ground data for irradiance nowcasting at city scales

(2017) Antonio T. Lorenzo et al.   SOLAR ENERGY

A Guideline for Successful Calibration and Uncertainty Analysis for Soil and Water Assessment: A Review of Papers from the 2016 International SWAT Conference

(2017) Karim Abbaspour et al.   Water

Modeling river discharge time series using support vector machine and artificial neural networks

(2016) Mohammad Ali Ghorbani et al.   Environmental Earth Sciences

Multiple rainfall event pollution transport by sustainable drainage systems: the fate of fine sediment pollution

(2016) D. Allen et al.   International Journal of Environmental Science and Technology

Comparison of mosaicking techniques for airborne images from consumer-grade cameras

(2016) Huaibo Song et al.   Journal of Applied Remote Sensing

Reconstructing semi-arid wetland surface water dynamics through spectral mixture analysis of a time series of Landsat satellite images (1984–2011)

(2016) Meghan Halabisky et al.   REMOTE SENSING OF ENVIRONMENT

Quantifying volume reduction and peak flow mitigation for three bioretention cells in clay soils in northeast Ohio

(2016) Ryan J. Winston et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Comprehensive Review on Water Quality Parameters Estimation Using Remote Sensing Techniques

(2016) Mohammad Gholizadeh et al.   SENSORS

Prediction of effluent concentration in a wastewater treatment plant using machine learning models

(2015) Hong Guo et al.   JOURNAL OF ENVIRONMENTAL SCIENCES

Using multi-temporal Landsat imagery and linear mixed models for assessing water quality parameters in Río Tercero reservoir (Argentina)

(2015) Matias Bonansea et al.   REMOTE SENSING OF ENVIRONMENT

Application of Multispectral Sensors Carried on Unmanned Aerial Vehicle (UAV) to Trophic State Mapping of Small Reservoirs: A Case Study of Tain-Pu Reservoir in Kinmen, Taiwan

(2015) Tung-Ching Su et al.   Remote Sensing

Köppen's climate classification map for Brazil

(2014) Clayton Alcarde Alvares et al.   METEOROLOGISCHE ZEITSCHRIFT

Landslide susceptibility assessment using SVM machine learning algorithm

(2011) Miloš Marjanović et al.   ENGINEERING GEOLOGY

A current review of empirical procedures of remote sensing in inland and near-coastal transitional waters

(2011) Mark William Matthews   INTERNATIONAL JOURNAL OF REMOTE SENSING

Estimation of water clarity in Taihu Lake and surrounding rivers using Landsat imagery

(2010) Dehua Zhao et al.   ADVANCES IN WATER RESOURCES

Understanding the influence of suspended solids on water quality and aquatic biota

(2008) G.S. Bilotta et al.   WATER RESEARCH