Hydrological Forecasting Using AI — Research Topic | NobleBlocks | NobleBlocks

Hydrological Forecasting Using AI

Top publications in Hydrological Forecasting Using AI across the NobleBlocks index. Open any paper for its abstract, citations, and AI-generated take.

Indexed papers

933

Total citations

4.3K

Latest paper

2026

Papers per year (last 17 years) — click a bar to see papers from that year

20102026

Top papers

Time Series Analysis: Forecasting and Control

Michael D. Geurts, George E. P. Box, Gwilym M. Jenkins

1977· Journal of Marketing Research19.3K

River flow forecasting through conceptual models part I — A discussion of principles

J.E. Nash, J.V. Sutcliffe

1970· Journal of Hydrology18.9K

Time Series Analysis Forecasting and Control.

D. J. Bartholomew, G. E. P. Box, G. M. Jenkins

1971· Operational Research Quarterly (1970-1977)6.9K

Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling

Hoshin V. Gupta, Harald Kling, Koray K. Yılmaz, Guillermo F. Martinez

2009· Journal of Hydrology6.4K

Time Series Analysis: Forecasting and Control.

O. D. Anderson, George E. P. Box, Gwilym M. Jenkins

1978· Journal of the Royal Statistical Society Series D (The Statistician)5.4K

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang +3 more

2021· Proceedings of the AAAI Conference on Artificial Intelligence5.1K

Robust Responses of the Hydrological Cycle to Global Warming

Isaac M. Held, Brian J. Soden

2006· Journal of Climate4.9K

Forecasting, Structural Time Series Models and the Kalman Filter

Robert Fildes, Andrew Harvey, Mike West, Jeff Harrison

1991· Journal of the Operational Research Society4.8K

Time series forecasting using a hybrid ARIMA and neural network model

2003· Neurocomputing4.2K

Forecasting with artificial neural networks:

Guoqiang Zhang, B. Eddy Patuwo, Michael Y. Hu

1998· International Journal of Forecasting4.1K

Modeling and Forecasting Realized Volatility

Torben G. Andersen, Tim Bollerslev, Francis X. Diebold, Paul Labys

2003· Econometrica3.9K

Introduction to Time Series and Forecasting

Peter J. Brockwell, Richard A. Davis

2002· Springer texts in statistics3.8K

Global hydrological cycles and world water resources.

Taikan Oki, Shinjiro Kanae

2006· Science (New York, N.Y.)3.8K

Time Series Analysis, Forecasting, and Control

Eric R. Ziegel, Gwilym M. Jenkins, G. Jenkins, G. Reinsel

1995· Technometrics3.6K

Forecasting the global burden of Alzheimer's disease.

Ron Brookmeyer, Elizabeth Johnson, Kathryn Ziegler-Graham, H Michael Arrighi

2007· Alzheimer's & dementia : the journal of the Alzheimer's Association3.4K

Aerosols, Climate, and the Hydrological Cycle

V. Ramanathan, P. J. Crutzen, J. T. Kiehl, D. Rosenfeld

2001· Science3.3K

Are Transformers Effective for Time Series Forecasting?

Ailing Zeng, Mu-Hwa Chen, L. Zhang, Qiang Xu

2022· AAAI Conference on Artificial Intelligence3.2K

Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting

Bing Yu, Haoteng Yin, Zhanxing Zhu

2018· Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence3.2K

Forecasting Using Principal Components From a Large Number of Predictors

James H. Stock, Mark W. Watson

2002· Journal of the American Statistical Association3.0K

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Topic snapshot

933 papers indexed

4.3K total citations

Latest: 2026