Environmental Time Series Analysis

Research in this domain involves applying time series analysis techniques to environmental science datasets. It focuses on forecasting models that integrate statistical methodologies for improved environmental predictions.

Time Series
Environmental Science
Forecasting
Statistical Analysis
Climate Data

23,295 papers

Parent topic: Intelligent Systems and Learning

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Papers Over Time

1960197019801990200020102020

Top Papers

Root Mean Square Error (RMSE) Or Mean Absolute Error (MAE)? – Arguments Against Avoiding RMSE In The Literature

2014 · 3,727 citations

Time Series Forecasting Using A Hybrid ARIMA And Neural Network Model

2003 · 2,834 citations

TIMESAT—a Program For Analyzing Time-Series Of Satellite Sensor Data

2004 · 1,454 citations

Indices For Monitoring Changes In Extremes Based On Daily Temperature And Precipitation Data

2011 · 1,418 citations

Detecting Trend And Seasonal Changes In Satellite Image Time Series

2010 · 1,340 citations

Interval Partial Least-Squares Regression (iPLS): A Comparative Chemometric Study With An Example From Near-Infrared Spectroscopy

2000 · 1,158 citations

Seasonality Extraction By Function Fitting To Time-Series Of Satellite Sensor Data

2002 · 979 citations

An Overview Of Internet Of Things (IoT) And Data Analytics In Agriculture: Benefits And Challenges

2018 · 949 citations

Introducing A New Benchmarked Dataset For Activity Monitoring

2012 · 843 citations

Calibrated Probabilistic Forecasting Using Ensemble Model Output Statistics And Minimum CRPS Estimation

2005 · 756 citations

The Rise Of Low-Cost Sensing For Managing Air Pollution In Cities

2015 · 685 citations

SOLS: A Lake Database To Monitor In The Near Real Time Water Level And Storage Variations From Remote Sensing Data

2011 · 552 citations

IoT And Agriculture Data Analysis For Smart Farm

2019 · 529 citations

Calibration And Validation Of A Generic Multisensor Algorithm For Mapping Of Total Suspended Matter In Turbid Waters

2010 · 524 citations

A Deep CNN-LSTM Model For Particulate Matter (PM2.5) Forecasting In Smart Cities

2018 · 491 citations

IoT Based Soil pH Detection And Crop Recommendation System

2024 · 472 citations

Comparison Of Support Vector Machine And Extreme Gradient Boosting For Predicting Daily Global Solar Radiation Using Temperature And Precipitation In Humid Subtropical Climates: A Case Study In China

2018 · 465 citations

Artificial Neural Networks Forecasting Of PM2.5 Pollution Using Air Mass Trajectory Based Geographic Model And Wavelet Transformation

2015 · 461 citations

IoT, Big Data, And Artificial Intelligence In Agriculture And Food Industry

2022 · 450 citations

The Application Of Artificial Neural Networks To The Analysis Of Remotely Sensed Data

2007 · 446 citations