CN102799772A - Air quality forecast oriented sample optimization method - Google Patents
Air quality forecast oriented sample optimization method Download PDFInfo
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w1i | Temperature | The proxima luce (prox. luc) temperature | Air pressure | Proxima luce (prox. luc) air pressure | Wind speed | The proxima luce (prox. luc) wind speed | Wind direction |
PM10 | 0.01 | 0.05 | 0.01 | 0.03 | 0.20 | 0.02 | 0.02 |
w1i | The proxima luce (prox. luc) wind direction | Solar radiation | The proxima luce (prox. luc) solar radiation | Rainfall amount | The proxima luce (prox. luc) rainfall amount | Humidity | Proxima luce (prox. luc) humidity |
PM10 | 0.15 | 0.06 | 0.08 | 0.11 | 0.12 | 0.06 | 0.10 |
w2i | Temperature | The proxima luce (prox. luc) temperature | Air pressure | Proxima luce (prox. luc) air pressure | Wind speed | The proxima luce (prox. luc) wind speed | Wind direction |
PM10 | 0.01 | 0.01 | 0.02 | 0.04 | 0.13 | 0.11 | 0.03 |
w2i | The proxima luce (prox. luc) wind direction | Solar radiation | The proxima luce (prox. luc) solar radiation | Rainfall amount | The proxima luce (prox. luc) rainfall amount | Humidity | Proxima luce (prox. luc) humidity |
PM10 | 0.01 | 0.03 | 0.04 | 0.34 | 0.17 | 0.03 | 0.03 |
Related coefficient | Temperature | The proxima luce (prox. luc) temperature | Air pressure | Proxima luce (prox. luc) air pressure | Wind speed | The proxima luce (prox. luc) wind speed | Wind direction |
PM10 | -0.09 | -0.19 | 0.30 | 0.39 | -0.42 | -0.42 | 0.01 |
Related coefficient | The proxima luce (prox. luc) wind direction | Solar radiation | The proxima luce (prox. luc) solar radiation | Rainfall amount | The proxima luce (prox. luc) rainfall amount | Humidity | Proxima luce (prox. luc) humidity |
PM10 | 0.07 | 0.05 | 0.09 | 0.04 | 0.05 | -0.27 | -0.37 |
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CN201210228817.5A CN102799772B (en) | 2012-07-03 | 2012-07-03 | Towards the sample optimization method of prediction of air quality |
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Cited By (16)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103353923A (en) * | 2013-06-26 | 2013-10-16 | 中山大学 | Self-adaption spatial interpolation method and system based on spatial feature analysis |
CN103472502A (en) * | 2013-09-18 | 2013-12-25 | 中山大学 | Method for dynamically showing regional air quality and meteorological field |
CN104503404A (en) * | 2014-12-12 | 2015-04-08 | 广西瀚特信息产业股份有限公司 | Indoor air quality automatic regulating system based on environmental perception |
CN104850734A (en) * | 2015-04-21 | 2015-08-19 | 武大吉奥信息技术有限公司 | Air quality index prediction method based on spatial and temporal distribution characteristics |
CN107133636A (en) * | 2017-03-30 | 2017-09-05 | 宁波市水利水电规划设计研究院 | A kind of method and system for obtaining similar typhoon |
CN107273995A (en) * | 2016-04-08 | 2017-10-20 | 株式会社日立制作所 | Urban Air Pollution Methods |
CN107292417A (en) * | 2017-05-09 | 2017-10-24 | 北京市环境保护监测中心 | Region heavily contaminated based on heavily contaminated sequence case library differentiates forecasting procedure and device |
CN107831699A (en) * | 2017-11-17 | 2018-03-23 | 广州矽创信息科技有限公司 | A kind of intelligent data acquisition analysis method and system |
CN108280131A (en) * | 2017-12-22 | 2018-07-13 | 中山大学 | A kind of atmosphere pollution under meteorological effect changes relationship quantitative estimation method |
CN110334732A (en) * | 2019-05-20 | 2019-10-15 | 北京思路创新科技有限公司 | A kind of Urban Air Pollution Methods and device based on machine learning |
CN110378822A (en) * | 2019-05-22 | 2019-10-25 | 云南省大理白族自治州气象局 | A kind of optimal meteorological factor building screening technique influencing lake water quality |
CN110795814A (en) * | 2019-08-27 | 2020-02-14 | 中国农业科学院农业环境与可持续发展研究所 | Optimization method for simulating watershed non-point source pollution interaction effect |
CN111323847A (en) * | 2018-12-13 | 2020-06-23 | 北京金风慧能技术有限公司 | Method and apparatus for determining weight ratios for analog integration algorithms |
CN111611296A (en) * | 2020-05-20 | 2020-09-01 | 中科三清科技有限公司 | PM2.5Pollution cause analysis method and device, electronic equipment and storage medium |
US10830922B2 (en) | 2015-10-28 | 2020-11-10 | International Business Machines Corporation | Air quality forecast by adapting pollutant emission inventory |
CN113051273A (en) * | 2021-03-30 | 2021-06-29 | 天津市生态环境科学研究院 | Air quality data processing method and device, electronic equipment and storage medium |
Citations (1)
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CN102301230A (en) * | 2008-12-19 | 2011-12-28 | 达维斯技术有限公司 | System and apparatus for measurement and mapping of pollutants |
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CN102301230A (en) * | 2008-12-19 | 2011-12-28 | 达维斯技术有限公司 | System and apparatus for measurement and mapping of pollutants |
Non-Patent Citations (3)
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ATAKAN KURT等: "Forecasting air pollutant indicator levels with geographic model 3 days in advance using neural networks", 《EXPERT SYSTEMS WITH APPLICATIONS》, 31 December 2010 (2010-12-31), pages 7986 - 7992 * |
LU LI等: "Urban air quality forecast system based on sample optimization and its application", 《THE WORLD CONGRESS ON COMPUTER SCIENCE AND INFORMATION ENGINEERING(CSIE)》 》, 19 June 2011 (2011-06-19), pages 163 - 169 * |
刘永红等: "基于BP神经网络的佛山空气质量预报模型的研究", 《安全与环境学报》, vol. 11, no. 2, 25 April 2011 (2011-04-25), pages 125 - 130 * |
Cited By (23)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103353923A (en) * | 2013-06-26 | 2013-10-16 | 中山大学 | Self-adaption spatial interpolation method and system based on spatial feature analysis |
CN103353923B (en) * | 2013-06-26 | 2016-06-29 | 中山大学 | Adaptive space interpolation method and system thereof based on space characteristics analysis |
CN103472502A (en) * | 2013-09-18 | 2013-12-25 | 中山大学 | Method for dynamically showing regional air quality and meteorological field |
CN103472502B (en) * | 2013-09-18 | 2014-09-17 | 中山大学 | Method for dynamically showing regional air quality and meteorological field |
CN104503404A (en) * | 2014-12-12 | 2015-04-08 | 广西瀚特信息产业股份有限公司 | Indoor air quality automatic regulating system based on environmental perception |
CN104850734A (en) * | 2015-04-21 | 2015-08-19 | 武大吉奥信息技术有限公司 | Air quality index prediction method based on spatial and temporal distribution characteristics |
CN104850734B (en) * | 2015-04-21 | 2017-09-15 | 武大吉奥信息技术有限公司 | A kind of air quality index Forecasting Methodology based on spatial-temporal distribution characteristic |
US10830922B2 (en) | 2015-10-28 | 2020-11-10 | International Business Machines Corporation | Air quality forecast by adapting pollutant emission inventory |
CN107273995A (en) * | 2016-04-08 | 2017-10-20 | 株式会社日立制作所 | Urban Air Pollution Methods |
CN107133636A (en) * | 2017-03-30 | 2017-09-05 | 宁波市水利水电规划设计研究院 | A kind of method and system for obtaining similar typhoon |
CN107133636B (en) * | 2017-03-30 | 2020-06-16 | 宁波市水利水电规划设计研究院有限公司 | Method and system for obtaining similar typhoons |
CN107292417B (en) * | 2017-05-09 | 2020-03-17 | 北京市环境保护监测中心 | Regional heavy pollution discrimination and forecast method and device based on heavy pollution sequence case library |
CN107292417A (en) * | 2017-05-09 | 2017-10-24 | 北京市环境保护监测中心 | Region heavily contaminated based on heavily contaminated sequence case library differentiates forecasting procedure and device |
CN107831699A (en) * | 2017-11-17 | 2018-03-23 | 广州矽创信息科技有限公司 | A kind of intelligent data acquisition analysis method and system |
CN108280131A (en) * | 2017-12-22 | 2018-07-13 | 中山大学 | A kind of atmosphere pollution under meteorological effect changes relationship quantitative estimation method |
CN111323847A (en) * | 2018-12-13 | 2020-06-23 | 北京金风慧能技术有限公司 | Method and apparatus for determining weight ratios for analog integration algorithms |
CN110334732A (en) * | 2019-05-20 | 2019-10-15 | 北京思路创新科技有限公司 | A kind of Urban Air Pollution Methods and device based on machine learning |
CN110378822A (en) * | 2019-05-22 | 2019-10-25 | 云南省大理白族自治州气象局 | A kind of optimal meteorological factor building screening technique influencing lake water quality |
CN110378822B (en) * | 2019-05-22 | 2023-04-07 | 云南省大理白族自治州气象局 | Optimal meteorological factor construction and screening method for influencing lake water quality |
CN110795814A (en) * | 2019-08-27 | 2020-02-14 | 中国农业科学院农业环境与可持续发展研究所 | Optimization method for simulating watershed non-point source pollution interaction effect |
CN111611296A (en) * | 2020-05-20 | 2020-09-01 | 中科三清科技有限公司 | PM2.5Pollution cause analysis method and device, electronic equipment and storage medium |
CN111611296B (en) * | 2020-05-20 | 2021-02-19 | 中科三清科技有限公司 | PM2.5Pollution cause analysis method and device, electronic equipment and storage medium |
CN113051273A (en) * | 2021-03-30 | 2021-06-29 | 天津市生态环境科学研究院 | Air quality data processing method and device, electronic equipment and storage medium |
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Denomination of invention: Sample optimization method for air quality prediction Effective date of registration: 20201116 Granted publication date: 20150930 Pledgee: Bank of China Limited Dongshan Branch of Guangzhou Pledgor: GUANGDONG FUNDWAY TECHNOLOGY Co.,Ltd. Registration number: Y2020440000361 |
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