Reviews of Environmental Contamination and Toxicology Volume 257
In: Reviews of Environmental Contamination and Toxicology Ser. v.257
Intro -- Foreword -- Preface -- Contents -- List of Contributors -- Trends and Sources of Heavy Metal Pollution in Global River and Lake Sediments from 1970 to 2018 -- 1 Introduction -- 2 Materials and Methods -- 2.1 Data Collection -- 2.2 Trend Assessment -- 2.3 Source Apportionment -- 3 Results -- 3.1 Trends of Heavy Metal Pollution in River Sediments -- 3.2 Trends of Heavy Metal Pollution in Lake Sediments -- 3.3 Sources of Sediment Heavy Metal Pollution Over Time -- 3.4 Sources of Sediment Heavy Metal Pollution by Continent -- 4 Discussion -- 4.1 Trends in Heavy Metal Pollution of River and Lake Sediments -- 4.2 Heavy Metal Concentrations in Sediments by Continents -- 4.3 Source of Heavy Metal Pollution in River and Lake Sediments -- 4.4 Control Measures for Heavy Metal Pollution in Sediments -- 5 Conclusions -- References -- A Review on Prediction Models for Pesticide Use, Transmission, and Its Impacts -- 1 Introduction -- 2 Mathematical Models for Prediction -- 2.1 Prediction Based on Regression Models -- 2.1.1 Univariate Models -- 2.1.2 Multivariate Models -- 2.2 Prediction Using Non-linear Models -- 2.3 Performance Metrics for Prediction Models -- 3 Prediction Models for Agriculture -- 3.1 Prediction Models for Pesticide Usage -- 3.1.1 Prediction of Climatic Indices -- 3.1.2 Prediction of Occurrence of Pests and Crop Diseases -- 3.1.3 Prediction of Quantity and Methodology of Pesticide Application -- 3.2 Prediction Models for Pesticide Residue in the Environment -- 3.3 Prediction Models for Human Health Disorders Due to Pesticide Exposure -- 3.4 Prediction Models for Antimicrobial Resistance Due to Pesticides -- 4 Modeling Strategies -- 4.1 Pesticide Simulation Models -- 4.2 Machine Learning-Based Models -- 4.3 Experimental Study -- 5 Mission Ahead -- 6 Conclusion -- References.