Artificial Intelligence Techniques in Hydrology and Water Resources Management (Record no. 122955)
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| fixed length control field | 05467namaa2201273uu 4500 |
| 001 - CONTROL NUMBER | |
| control field | doab100909 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | oapen |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250110172957.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr|mn|---annan |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 230623s2023 xx |||||o ||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783036577845 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783036577852 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | books978-3-0365-7784-5 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.3390/books978-3-0365-7784-5 |
| Source of number or code | doi |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | oapen |
| Transcribing agency | oapen |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | dc |
| 245 00 - TITLE STATEMENT | |
| Title | Artificial Intelligence Techniques in Hydrology and Water Resources Management |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Basel |
| Name of publisher, distributor, etc. | MDPI - Multidisciplinary Digital Publishing Institute |
| Date of publication, distribution, etc. | 2023 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (302 p.) |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 506 0# - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Open Access |
| Standardized terminology for access restriction | Unrestricted online access |
| Source of term | star |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The sustainable management of water cycles is crucial in the context of climate change and global warming. It involves managing global, regional, and local water cycles, as well as urban, agricultural, and industrial water cycles, to conserve water resources and their relationships with energy, food, microclimates, biodiversity, ecosystem functioning, and anthropogenic activities. Hydrological modeling is indispensable for achieving this goal, as it is essential for water resources management and the mitigation of natural disasters. In recent decades, the application of artificial intelligence (AI) techniques in hydrology and water resources management has led to notable advances. In the face of hydro-geo-meteorological uncertainty, AI approaches have proven to be powerful tools for accurately modeling complex, nonlinear hydrological processes and effectively utilizing various digital and imaging data sources, such as ground gauges, remote sensing tools, and in situ Internet of Things (IoT) devices. The thirteen research papers published in this Special Issue make significant contributions to long- and short-term hydrological modeling and water resources management under changing environments using AI techniques coupled with various analytics tools. These contributions, which cover hydrological forecasting, microclimate control, and climate adaptation, can promote hydrology research and direct policy making toward sustainable and integrated water resources management. |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE | |
| Terms governing use and reproduction | Creative Commons |
| Use and reproduction rights | https://creativecommons.org/licenses/by/4.0/ |
| Source of term | cc |
| Uniform Resource Identifier | <a href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</a> |
| 546 ## - LANGUAGE NOTE | |
| Language note | English |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | 2D inundation simulation and real-time error correction |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | agricultural resilience |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | ANN |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | anomaly detection |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | artificial intelligence |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | artificial neural network |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | artificial neural networks |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | autoregressive model |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Bayesian neural network |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Chania |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | CNN |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | copula |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | daily temperature |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | dam inflow |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | deep learning |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | deep reinforcement learning |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | early warning |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | ELM |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | ensemble |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | fluvial |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | forecasting |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | forecasting uncertainty |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | GeoAI |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | geomorphic |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | GRU |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Huff rainfall curve |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | hydraulic |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | hydroinformatics |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | hydrological |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | hydrological extremes |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | hydrological modeling |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | hyperparameter |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | LSTM |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | machine learning |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Markov model |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | meteorological feature extraction |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | modeling |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | multi-model ensemble |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | multi-step ahead forecasting |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Multiple Linear Regression |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | multivariate stochastic model |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | persian gulf |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | precipitation |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | probabilistic streamflow forecasting |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | rainfall time series |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | random forest |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | regression analysis |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | resource utilization efficiency |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | RNN |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | roadside IoT sensors |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | self-organizing map (SOM) |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | simulations of the gridded rainstorms |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | smart microclimate-control system (SMCS) |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | stochastic rainfall generator |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | support vector machine |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | sustainability |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | system dynamics |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | telemetry water level |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | temperature generator |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | temporary rivers |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | threshold rainfall |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | threshold runoff |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | time series |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | uncertainty |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | urban agriculture |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | urban northern Taiwan |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | variational inference |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | water quality |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | water-energy-food nexus |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | weather types and features |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | XGBoost |
| 720 1# - ADDED ENTRY--UNCONTROLLED NAME | |
| Name | Chang, Fi-John |
| Relationship | edt |
| 720 1# - ADDED ENTRY--UNCONTROLLED NAME | |
| Name | Chang, Fi-John |
| Relationship | oth |
| 720 1# - ADDED ENTRY--UNCONTROLLED NAME | |
| Name | Chang, Li-Chiu |
| Relationship | edt |
| 720 1# - ADDED ENTRY--UNCONTROLLED NAME | |
| Name | Chang, Li-Chiu |
| Relationship | oth |
| 720 1# - ADDED ENTRY--UNCONTROLLED NAME | |
| Name | Chen, Jui-Fa |
| Relationship | edt |
| 720 1# - ADDED ENTRY--UNCONTROLLED NAME | |
| Name | Chen, Jui-Fa |
| Relationship | oth |
| 793 0# - | |
| -- | DOAB Library. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://directory.doabooks.org/handle/20.500.12854/100909">https://directory.doabooks.org/handle/20.500.12854/100909</a> |
| Access status | 0 |
| Public note | Open Access: DOAB: description of the publication |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://mdpi.com/books/pdfview/book/7377">https://mdpi.com/books/pdfview/book/7377</a> |
| Access status | 0 |
| Public note | Open Access: DOAB, download the publication |
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