Precipitation evaluation of the North Dakota Cloud Modification Project (NDCMP) using rain gauge observations
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作者:
Tuftedal, Matthew E.
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Univ North Dakota, 4149 Univ Ave,Stop 9006, Grand Forks, ND 58202 USA
Radiometr Corp, 4909 Nautilus Ct N 110, Boulder, CO 80301 USAUniv North Dakota, 4149 Univ Ave,Stop 9006, Grand Forks, ND 58202 USA
Tuftedal, Matthew E.
[1
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Delene, David J.
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Univ North Dakota, 4149 Univ Ave,Stop 9006, Grand Forks, ND 58202 USAUniv North Dakota, 4149 Univ Ave,Stop 9006, Grand Forks, ND 58202 USA
Delene, David J.
[1
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Detwiler, Andrew
[1
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机构:
[1] Univ North Dakota, 4149 Univ Ave,Stop 9006, Grand Forks, ND 58202 USA
[2] Radiometr Corp, 4909 Nautilus Ct N 110, Boulder, CO 80301 USA
The North Dakota Cloud Modification Project (NDCMP) is a state-managed, cost-sharing weather modification program with a primary goal of reducing crop hail damage and a secondary goal of increasing precipitation. North Dakota has conducted NDCMP in western North Dakota since 1976. This analysis evaluates the 1977-2018 cloud seeding impact on rain gauge measured precipitation using an exploratory historical target/control statistical analysis. Three counties where seeding is conducted each year are target areas: McKenzie, Bowman, and Ward. Neighboring counties where little or no seeding occurred are control areas. Averages of available daily rain gauge measurements provide monthly and seasonal (June-August) area precipitation amounts for the target and control areas. Double ratio statistics are determined using the pre-NDCMP period of 1950-1975 and the NDCMP period of 1977-2018. The statistics use the McKenzie and Bowman target areas paired with four different control areas, along with the Ward target area paired with one control area. Six of eight McKenzie and Bowman target/control pairs have double ratios (1.01-1.12) possibly indicating higher target area precipitation during NDCMP. Additionally, two of eight ratios have a 95% statistical chance of being greater than 1.0. The Ward target/control comparison indicates no enhancement. The average of all nine target/control ratios is 1.03, consistent with a modest overall precipitation enhancement by NDCMP hail suppression operations.
机构:
Michigan State Univ, Dept Agr Food & Resource Econ, E Lansing, MI 48824 USAMichigan State Univ, Dept Agr Food & Resource Econ, E Lansing, MI 48824 USA
Knowles, Scott
Skidmore, Mark
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Michigan State Univ, Dept Agr Food & Resource Econ, E Lansing, MI 48824 USAMichigan State Univ, Dept Agr Food & Resource Econ, E Lansing, MI 48824 USA
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Plateau Atmosphere and Environment Key Laboratory of Sichuan Province, School of Atmospheric Sciences,Chengdu University of Information TechnologyPlateau Atmosphere and Environment Key Laboratory of Sichuan Province, School of Atmospheric Sciences,Chengdu University of Information Technology
Zhiqiang LIN
Xiuping YAO
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China Meteorological Administration Training Centre, China Meteorological AdministrationPlateau Atmosphere and Environment Key Laboratory of Sichuan Province, School of Atmospheric Sciences,Chengdu University of Information Technology
Xiuping YAO
Jun DU
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Tibet Institute of Plateau Atmospheric and Environmental SciencePlateau Atmosphere and Environment Key Laboratory of Sichuan Province, School of Atmospheric Sciences,Chengdu University of Information Technology
Jun DU
Zhenbo ZHOU
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Tibet Institute of Plateau Atmospheric and Environmental SciencePlateau Atmosphere and Environment Key Laboratory of Sichuan Province, School of Atmospheric Sciences,Chengdu University of Information Technology
机构:
Chinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, Urumqi 830011, Peoples R China
Hong Kong Baptist Univ, Dept Geog, Kowloon Tong, Hong Kong, Peoples R ChinaChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, Urumqi 830011, Peoples R China
Hu, Zengyun
Zhou, Qiming
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Hong Kong Baptist Univ, Dept Geog, Kowloon Tong, Hong Kong, Peoples R ChinaChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, Urumqi 830011, Peoples R China
Zhou, Qiming
Chen, Xi
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Chinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, Urumqi 830011, Peoples R ChinaChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, Urumqi 830011, Peoples R China
Chen, Xi
Li, Jianfeng
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Hong Kong Baptist Univ, Dept Geog, Kowloon Tong, Hong Kong, Peoples R ChinaChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, Urumqi 830011, Peoples R China
Li, Jianfeng
Li, Qingxiang
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Sun Yat Sen Univ, Sch Atmospher Sci, Guangzhou, Guangdong, Peoples R ChinaChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, Urumqi 830011, Peoples R China
Li, Qingxiang
Chen, Deliang
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Univ Gothenburg, Dept Earth Sci, Gothenburg, SwedenChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, Urumqi 830011, Peoples R China
Chen, Deliang
Liu, Wenbin
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Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R ChinaChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, Urumqi 830011, Peoples R China
Liu, Wenbin
Yin, Gang
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Xinjiang Univ, Coll Informat Sci & Engn, Urumqi, Peoples R ChinaChinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, Urumqi 830011, Peoples R China