Results 11 to 20 of about 24,980,479 (255)

A neural network and rule based system application in water demand forecasting [PDF]

, 1995
This thesis was submitted for the degree of Doctor of Philosophy and was awarded by Brunel University.This thesis describes a short term water demand forecasting application that is based upon a combination of a neural network forecast generator and a ...
Hartley, Joseph Alan
core   +7 more sources

A Hybrid ENSO Prediction System Based on the FIO−CPS and XGBoost Algorithm

Remote Sensing, 2023
Accurate prediction of the El Niño–Southern Oscillation (ENSO) is crucial for climate change research and disaster prevention and mitigation. In recent decades, the prediction skill for ENSO has improved significantly; however, accurate forecasting at a ...
Zhiyuan Kuang, Yajuan Song, Jie Wu, Qiuying Fu, Qi Shu, Fangli Qiao, Zhenya Song   +6 more
doaj   +1 more source

Short-term wind prediction using an ensemble of particle swarm optimised FIR filters [PDF]

, 2013
Due to the large and increasing penetration of wind power around the world, accurate power production forecasts are required to manage power systems and wind power plants.
Dowell, Jethro, Dowell, J., Weiss, Stephan, S. Weiss, J. Dowell, Weiss, S.   +5 more
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A Novel Hybrid Intelligent SOPDEL Model with Comprehensive Data Preprocessing for Long-Time-Series Climate Prediction

Remote Sensing, 2023
Long-time-series climate prediction is of great significance for mitigating disasters; promoting ecological civilization; identifying climate change patterns and preventing floods, drought and typhoons.
Zeyu Zhou, Wei Tang, Mingyang Li, Wen Cao, Zhijie Yuan   +4 more
doaj   +1 more source

Deep Learning of Systematic Sea Ice Model Errors From Data Assimilation Increments

Journal of Advances in Modeling Earth Systems, 2023
Data assimilation is often viewed as a framework for correcting short‐term error growth in dynamical climate model forecasts. When viewed on the time scales of climate however, these short‐term corrections, or analysis increments, can closely mirror the ...
William Gregory, Mitchell Bushuk, Alistair Adcroft, Yongfei Zhang, Laure Zanna   +4 more
doaj   +1 more source

Deep learning models for forecasting dengue fever based on climate data in Vietnam.

PLoS Neglected Tropical Diseases, 2022
BackgroundDengue fever (DF) represents a significant health burden in Vietnam, which is forecast to worsen under climate change. The development of an early-warning system for DF has been selected as a prioritised health adaptation measure to climate ...
Van-Hau Nguyen, Tran Thi Tuyet-Hanh, James Mulhall, Hoang Van Minh, Trung Q Duong, Nguyen Van Chien, Nguyen Thi Trang Nhung, Vu Hoang Lan, Hoang Ba Minh, Do Cuong, Nguyen Ngoc Bich, Nguyen Huu Quyen, Tran Nu Quy Linh, Nguyen Thi Tho, Ngu Duy Nghia, Le Van Quoc Anh, Diep T M Phan, Nguyen Quoc Viet Hung, Mai Thai Son   +18 more
doaj   +1 more source

Using EC-Earth for climate prediction research [PDF]

, 2018
Climate prediction at the subseasonal to interannual time range is now performed routinely and operationally by an increasing number of institutions.
Acosta, M., Castrillo, M., Tintó Prims, Oriol, Bilbao, R., Prodhomme, C., Guemas, V., Menegoz, Martín, Prodhomme, Chloe, Lledó Ponsati, Llorenç, Ceglar, A., Doblas Reyes, Francisco, Serradell, K., Tintó, O., Lledó, L., Fuckar, N., Bilbao, Roberto, Guemas, Virginie, Batté, Lauriane, Acosta Navarro, Juan Camilo, Ménégoz, M., Doblas-Reyes, Francisco, Bellprat, O., Batté, L., Volpi, Danila, Acosta Cobos, Mario César, Castrillo Melguizo, Miguel, Serradell Maronda, Kim, Ceglar, Andrej, Fuckar, Neven, Volpi, D., Bellprat, Omar, Haarsma, Rein, Massonnet, François, Acosta Navarro, J., Haarsma, R.   +34 more
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Can we tackle climate change by behavioral hacking of the dopaminergic system?

Frontiers in Behavioral Neuroscience, 2022
Climate change is an undeniable fact that will certainly affect millions of people in the following decades. Despite this danger threatening our economies, wellbeing and our lives in general, there is a lack of immediate response at both the ...
Jérôme Munuera, Jérôme Munuera, Eric Burguière   +2 more
doaj   +1 more source

Seasonal Arctic Sea Ice Prediction Using a Newly Developed Fully Coupled Regional Model With the Assimilation of Satellite Sea Ice Observations

Journal of Advances in Modeling Earth Systems, 2020
To increase our capability to predict Arctic sea ice and climate, we have developed a coupled atmosphere‐sea ice‐ocean model configured for the pan‐Arctic with sufficient flexibility.
Chao‐Yuan Yang, Jiping Liu, Shiming Xu
doaj   +1 more source

Early Flood Monitoring and Forecasting System Using a Hybrid Machine Learning-Based Approach

ISPRS International Journal of Geo-Information, 2023
The occurrence of flash floods in urban catchments within the Mediterranean climate zone has witnessed a substantial rise due to climate change, underscoring the urgent need for early-warning systems.
Eleni-Ioanna Koutsovili, Ourania Tzoraki, Nicolaos Theodossiou, George E. Tsekouras   +3 more
doaj   +1 more source