GB202302648D0 - Long term precipitation prediction model establishing method, and long-term precipitation prediction method and apparatus - Google Patents

Long term precipitation prediction model establishing method, and long-term precipitation prediction method and apparatus

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Publication number
GB202302648D0
GB202302648D0 GBGB2302648.7A GB202302648A GB202302648D0 GB 202302648 D0 GB202302648 D0 GB 202302648D0 GB 202302648 A GB202302648 A GB 202302648A GB 202302648 D0 GB202302648 D0 GB 202302648D0
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GB
United Kingdom
Prior art keywords
long
precipitation prediction
term precipitation
model establishing
prediction model
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
GBGB2302648.7A
Other versions
GB2615205A (en
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
China Three Gorges Corp
Original Assignee
China Three Gorges Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by China Three Gorges Corp filed Critical China Three Gorges Corp
Publication of GB202302648D0 publication Critical patent/GB202302648D0/en
Publication of GB2615205A publication Critical patent/GB2615205A/en
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01W—METEOROLOGY
    • G01W1/00—Meteorology
    • G01W1/10—Devices for predicting weather conditions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01W—METEOROLOGY
    • G01W1/00—Meteorology
    • G01W1/18—Testing or calibrating meteorological apparatus
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G06Q50/26—Government or public services
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A90/00—Technologies having an indirect contribution to adaptation to climate change
    • Y02A90/10—Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Environmental & Geological Engineering (AREA)
  • Tourism & Hospitality (AREA)
  • Economics (AREA)
  • Strategic Management (AREA)
  • Human Resources & Organizations (AREA)
  • Development Economics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Environmental Sciences (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Atmospheric Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Ecology (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Quality & Reliability (AREA)
  • Operations Research (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Game Theory and Decision Science (AREA)
  • Primary Health Care (AREA)
  • Health & Medical Sciences (AREA)
  • Educational Administration (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
GB2302648.7A 2022-01-29 2022-08-16 Long term precipitation prediction model establishing method, and long-term precipitation prediction method and apparatus Pending GB2615205A (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN202210110058.6A CN114118640B (en) 2022-01-29 2022-01-29 Long-term precipitation prediction model construction method, long-term precipitation prediction method and device
PCT/CN2022/112632 WO2023284887A1 (en) 2022-01-29 2022-08-16 Long term precipitation prediction model establishing method, and long-term precipitation prediction method and apparatus

Publications (2)

Publication Number Publication Date
GB202302648D0 true GB202302648D0 (en) 2023-04-12
GB2615205A GB2615205A (en) 2023-08-02

Family

ID=80361714

Family Applications (1)

Application Number Title Priority Date Filing Date
GB2302648.7A Pending GB2615205A (en) 2022-01-29 2022-08-16 Long term precipitation prediction model establishing method, and long-term precipitation prediction method and apparatus

Country Status (3)

Country Link
CN (1) CN114118640B (en)
GB (1) GB2615205A (en)
WO (1) WO2023284887A1 (en)

Families Citing this family (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114118640B (en) * 2022-01-29 2022-04-26 中国长江三峡集团有限公司 Long-term precipitation prediction model construction method, long-term precipitation prediction method and device
CN116128099B (en) * 2022-11-28 2023-09-12 南京信息工程大学 Artificial intelligence-based China short-term climate prediction method and system
CN116485010B (en) * 2023-03-20 2024-04-16 四川省雅安市气象局 S2S precipitation prediction method based on cyclic neural network
CN116449460B (en) * 2023-04-23 2023-10-10 水利部交通运输部国家能源局南京水利科学研究院 Regional month precipitation prediction method and system based on convolution UNet and transfer learning
CN116313131B (en) * 2023-05-24 2023-09-15 山东大学 Brain network difference recognition system, equipment and storage medium based on imitation variables
CN116611588B (en) * 2023-07-19 2023-09-22 水利部水利水电规划设计总院 Precipitation multi-driving factor segmentation rating optimization forecasting method and system
CN117034780B (en) * 2023-08-31 2024-04-19 江苏省气候中心 Multi-scale sub-season precipitation prediction method based on deep learning
CN117314184B (en) * 2023-09-19 2024-04-30 沈阳农业大学 Method, device and equipment for determining time-space change result of annual total primary productivity
CN117542443B (en) * 2023-09-27 2024-05-24 中国农业大学 Method and device for balancing yield and relieving nitrogen pollution and electronic equipment
CN117708113B (en) * 2024-02-06 2024-05-17 中国电建集团西北勘测设计研究院有限公司 Precipitation data construction method
CN117933299A (en) * 2024-03-19 2024-04-26 南京大学 Optimal climate mode artificial intelligence identification method and system for climate prediction

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2012047874A2 (en) * 2010-10-04 2012-04-12 Ofs Fitel, Llc Statistical prediction functions for natural chaotic systems and computer models thereof
CN105044361B (en) * 2015-08-14 2017-07-28 山东省肿瘤防治研究院 A kind of diagnostic marker and its screening technique for being suitable for esophageal squamous cell carcinoma early diagnosis
CN109376913A (en) * 2018-09-30 2019-02-22 北京市天元网络技术股份有限公司 The prediction technique and device of precipitation
CN112217787B (en) * 2020-08-31 2022-11-04 北京工业大学 Method and system for generating mock domain name training data based on ED-GAN
CN112884209B (en) * 2021-01-29 2022-10-11 河海大学 Weather method and mathematical statistics method-based medium and long-term rainfall forecasting method
CN113537600B (en) * 2021-07-20 2024-04-02 浙江省水利水电勘测设计院有限责任公司 Medium-long-term precipitation prediction modeling method for whole-process coupling machine learning
CN114118640B (en) * 2022-01-29 2022-04-26 中国长江三峡集团有限公司 Long-term precipitation prediction model construction method, long-term precipitation prediction method and device

Also Published As

Publication number Publication date
WO2023284887A1 (en) 2023-01-19
GB2615205A (en) 2023-08-02
CN114118640B (en) 2022-04-26
CN114118640A (en) 2022-03-01

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