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Part 1: Document Description
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Citation |
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Title: |
Replication Data for: Dams in the Mekong: A comprehensive database, spatiotemporal distribution, and hydropower potentials |
Identification Number: |
doi:10.21979/N9/ACZIJN |
Distributor: |
DR-NTU (Data) |
Date of Distribution: |
2023-10-11 |
Version: |
2 |
Bibliographic Citation: |
Ang, Wei Jing; Park, Edward; Pokhrel, Yadu; Tran, Dung Duc; Loc, Ho Huu, 2023, "Replication Data for: Dams in the Mekong: A comprehensive database, spatiotemporal distribution, and hydropower potentials", https://doi.org/10.21979/N9/ACZIJN, DR-NTU (Data), V2, UNF:6:WPyeXwvCJSNeRzsfLOPd5Q== [fileUNF] |
Citation |
|
Title: |
Replication Data for: Dams in the Mekong: A comprehensive database, spatiotemporal distribution, and hydropower potentials |
Identification Number: |
doi:10.21979/N9/ACZIJN |
Authoring Entity: |
Ang, Wei Jing (Nanyang Technological University) |
Park, Edward (Nanyang Technological University) |
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Pokhrel, Yadu (Michigan State University) |
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Tran, Dung Duc (Vietnam National University-Ho Chi Minh City) |
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Loc, Ho Huu (Wageningen University & Research) |
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Software used in Production: |
ArcGIS |
Software used in Production: |
Microsoft Excel |
Software used in Production: |
Google Earth |
Software used in Production: |
MATLAB |
Software used in Production: |
R |
Grant Number: |
Tier1 (RG142/22) |
Grant Number: |
Tier1 (2021-T1-001-056) |
Grant Number: |
Tier2 (MOE-T2EP402A20-0001) |
Grant Number: |
Tier2 (MOE-T2EP50222-0007) |
Grant Number: |
NIE AcRF (RI 10/22 EP) |
Grant Number: |
1752729 |
Distributor: |
DR-NTU (Data) |
Access Authority: |
Ang, Wei Jing |
Depositor: |
Ang, Wei Jing |
Date of Deposit: |
2023-10-11 |
Holdings Information: |
https://doi.org/10.21979/N9/ACZIJN |
Study Scope |
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Keywords: |
Earth and Environmental Sciences, Earth and Environmental Sciences, Mekong Basin, Hydropower dams, GIS, Water resources, Transboundary rivers |
Abstract: |
This dataset is a comprehensive open-access database of 1,055 georeferenced dams in the Mekong basin, with detailed dam attributes such as dam status, dam height, reservoir volume, and dam capacity. The dams are compiled from 18 databases (six global, five regional, and seven national), validated using satellite imagery in Google Earth, and supplemented with information from public literature (reports, research papers, news articles, and websites). Additional attributes including dam elevation and dam catchment area are added through GIS analysis. The dataset also contains five files for spatiotemporal analysis, with each file corresponding to the dams in each decade from the 1980s to post-2020s. Post-2020s includes dams that began operation in 2020 or later, dams under construction, and planned dams with available information. All files are in comma-separated values (CSV) format. |
Kind of Data: |
Dam database |
Notes: |
This data is collected as part of Ang Wei Jing's final FYP at NTU: "Dams in the Mekong: A comprehensive database, spatiotemporal distribution, and hydropower potentials", under supervision of Asst Prof Edward Park. |
Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Identification Number: |
10356/165655 |
Bibliographic Citation: |
Ang, W. J. (2023). Dams in the Mekong: a comprehensive database, spatiotemporal distribution, and hydropower potentials. Final Year Project (FYP), Nanyang Technological University, Singapore. |
File Description--f129154 |
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File: mekongdam_1980s.tab |
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Notes: |
UNF:6:LQMozo85HfezZl3k5M/48g== |
File Description--f129155 |
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File: mekongdam_1990s.tab |
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Notes: |
UNF:6:FZIfNPaBbPD9hDQ9Z6X0jA== |
File Description--f129156 |
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File: mekongdam_2000s.tab |
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Notes: |
UNF:6:NTDxYGFYTZkeXyXtTDZs6A== |
File Description--f129157 |
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File: mekongdam_2010s.tab |
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Notes: |
UNF:6:nsYNd2r+LPBYbWhMnzEzTg== |
File Description--f129158 |
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File: mekongdam_2020s.tab |
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Notes: |
UNF:6:9yg0VI/704PfgpdfVrmMqg== |
File Description--f129159 |
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File: mekongdam_database.tab |
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Notes: |
UNF:6:zwWrLYFWg9my0CKTMIBkDA== |
List of Variables: |
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Variables |
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f129154 Location: |
Summary Statistics: Valid 306.0; StDev 200.57954425449748; Max. 809.0; Min. 53.0; Mean 533.8006535947709 Variable Format: numeric Notes: UNF:6:piW2BRkEsgGpDkB0m9Tm+Q== |
f129154 Location: |
Variable Format: character Notes: UNF:6:u2MIMFtBbnL57g5JvvwWLw== |
f129154 Location: |
Variable Format: character Notes: UNF:6:M1cwRvJVT7fh1KaKSRd/7A== |
f129154 Location: |
Summary Statistics: Valid 306.0; Max. 32.5259; Mean 17.329496732026143; Min. 10.6564; StDev 4.140179029017605; Variable Format: numeric Notes: UNF:6:nPnP3nahrmZP09sPzmytwQ== |
f129154 Location: |
Summary Statistics: Mean 103.53518137254902; Valid 306.0; Min. 95.2105; Max. 108.4876; StDev 2.8347814721940208 Variable Format: numeric Notes: UNF:6:tgM20YIRo1QLXJzQQLnhdg== |
f129154 Location: |
Variable Format: character Notes: UNF:6:8ZhJy1c8BZ/3iOMGvT8q1g== |
f129154 Location: |
Summary Statistics: Valid 0.0; StDev NaN; Max. NaN; Min. NaN; Mean NaN; Variable Format: numeric Notes: UNF:6:GKsj7HPX2SBeQLdem+aUiQ== |
f129154 Location: |
Variable Format: character Notes: UNF:6:4KST3G2fI4kOfRBBspSgTw== |
f129154 Location: |
Summary Statistics: Max. 1989.0; Mean 1983.8529411764705; Min. 1956.0; StDev 4.650535788959936; Valid 306.0 Variable Format: numeric Notes: UNF:6:HLcrhf8oSwwfTPE7Iy97Zg== |
f129154 Location: |
Summary Statistics: Max. NaN; Valid 0.0; Mean NaN; Min. NaN; StDev NaN Variable Format: numeric Notes: UNF:6:GKsj7HPX2SBeQLdem+aUiQ== |
f129154 Location: |
Variable Format: character Notes: UNF:6:piMgFsgObRnR6h3VMu+pag== |
f129154 Location: |
Variable Format: character Notes: UNF:6:pUfkMCKuTATHXn1d5fNeuA== |
f129154 Location: |
Summary Statistics: Max. 6.0; StDev 1.0742697528936669; Min. 1.0; Valid 306.0; Mean 1.7712418300653596; Variable Format: numeric Notes: UNF:6:iIl9ygeu3igyKVLQqllsmg== |
f129154 Location: |
Summary Statistics: Mean 2919.4509803921574; Min. 546.0; Max. 79863.0; StDev 5826.757677756481; Valid 306.0 Variable Format: numeric Notes: UNF:6:fhCW4IkBFTrk9S8pP+pFvw== |
f129154 Location: |
Summary Statistics: Mean 19.818071895424836; Min. 0.0; Valid 306.0; StDev 184.59512858395263; Max. 3094.64 Variable Format: numeric Notes: UNF:6:ZedyRWRO6a0fGFYcF/QirA== |
f129154 Location: |
Summary Statistics: Mean 73.03676470588235; Valid 17.0; StDev 128.87916764528384; Min. 0.225; Max. 500.0 Variable Format: numeric Notes: UNF:6:Fwmr5DjvU8kYYVZsCF4sQQ== |
f129154 Location: |
Summary Statistics: Valid 12.0; Min. 2.0; StDev 330.5036353121482; Max. 1140.0; Mean 208.525 Variable Format: numeric Notes: UNF:6:zHcxehXEVA6/+1t+6/su3Q== |
f129154 Location: |
Summary Statistics: Max. 75.0; Valid 23.0; Mean 34.11304347826087; StDev 16.522802545348327; Min. 10.0 Variable Format: numeric Notes: UNF:6:q+DseIrbhAyoQFYGb+nckw== |
f129154 Location: |
Summary Statistics: Valid 16.0; Mean 1246.5625; StDev 1930.0909121506859; Min. 50.0; Max. 7800.0 Variable Format: numeric Notes: UNF:6:ys8HXoOX4G8pX9x21l00fA== |
f129154 Location: |
Summary Statistics: Max. 436.0; Min. 0.00630256; StDev 79.6989738231598; Valid 57.0; Mean 23.43005167115789 Variable Format: numeric Notes: UNF:6:OSJ9TatxZhHP2A8F7g0hVQ== |
f129154 Location: |
Summary Statistics: Valid 25.0; Mean 660.2810000000001; Max. 7030.0; Min. 0.025; StDev 1464.010038766242; Variable Format: numeric Notes: UNF:6:b+Dym+Rlf0Ypa8ARepYqhw== |
f129154 Location: |
Summary Statistics: Max. 33442.7; Mean 447.67366013071893; Min. 0.01; Valid 306.0; StDev 2250.5903805068206 Variable Format: numeric Notes: UNF:6:2zjdam0G+jat+eYaoo2RHA== |
f129154 Location: |
Summary Statistics: StDev 3368.466575689332; Mean 742.7155882352941; Valid 306.0; Min. 0.01; Max. 49178.8; Variable Format: numeric Notes: UNF:6:/LqvYkJLfvzTu4R2hIadwg== |
f129154 Location: |
Summary Statistics: StDev 668.0769269216012; Valid 306.0; Mean 600.0065359477127; Min. 6.0; Max. 4638.0; Variable Format: numeric Notes: UNF:6:r40ttfQCvkCHiVhG7lsDbw== |
f129154 Location: |
Summary Statistics: Mean 3.4254179738562094; Valid 306.0; Max. 31.2875; StDev 3.390427467526939; Min. 0.0 Variable Format: numeric Notes: UNF:6:lPVp3tmvjFYAaPdsArylmA== |
f129154 Location: |
Summary Statistics: Min. 0.0; StDev 3.5045409427272127; Mean 4.075588235294117; Valid 34.0; Max. 15.97 Variable Format: numeric Notes: UNF:6:qHMRRE0/Ur+xuxtR8dXjPA== |
f129154 Location: |
Summary Statistics: StDev 0.0; Max. 14.0; Valid 1.0; Mean 14.0; Min. 14.0; Variable Format: numeric Notes: UNF:6:/0C/0xp7cBJUtgh3xyAp8g== |
f129154 Location: |
Variable Format: character Notes: UNF:6:QTQijXV5D5fjDec3oMuMjg== |
f129154 Location: |
Variable Format: character Notes: UNF:6:XWxSJl1gbX6agcMhPHqDew== |
f129154 Location: |
Variable Format: character Notes: UNF:6:0gEOJBEkEMySiJrOpulkfQ== |
f129154 Location: |
Variable Format: character Notes: UNF:6:Axux+UzBbFcvxEuYQE3iyA== |
f129154 Location: |
Variable Format: character Notes: UNF:6:io31vL73wNiuINAvZ1ENkA== |
f129154 Location: |
Variable Format: character Notes: UNF:6:tqOfzHcNNTGZQxCpiLTxWA== |
f129154 Location: |
Summary Statistics: Valid 0.0; StDev NaN; Mean NaN; Min. NaN; Max. NaN; Variable Format: numeric Notes: UNF:6:GKsj7HPX2SBeQLdem+aUiQ== |
f129155 Location: |
Summary Statistics: Min. 21.0; Mean 521.3250773993799; Valid 323.0; StDev 210.27035884823326; Max. 1032.0 Variable Format: numeric Notes: UNF:6:8IoGZ4O2+C/G9bVTWTf+HQ== |
f129155 Location: |
Variable Format: character Notes: UNF:6:ANg352Vtq01ETG1Z7UOicg== |
f129155 Location: |
Variable Format: character Notes: UNF:6:d3zQVGELrOHP2xkEgjNZvg== |
f129155 Location: |
Summary Statistics: Mean 17.37665386996904; StDev 4.162389315508484; Min. 10.6564; Valid 323.0; Max. 32.5259; Variable Format: numeric Notes: UNF:6:gixesA3FBvLfeg/lMc8Neg== |
f129155 Location: |
Summary Statistics: Mean 103.52650743034056; Valid 323.0; Max. 108.4876; Min. 95.2105; StDev 2.823459636853059 Variable Format: numeric Notes: UNF:6:j1xVXg72e5EMAQbUu7nSBQ== |
f129155 Location: |
Variable Format: character Notes: UNF:6:SkNKmOGHE7FQ7e82k6g9cw== |
f129155 Location: |
Variable Format: character Notes: UNF:6:YeaBL1l47x5v9R6WKsn7RQ== |
f129155 Location: |
Variable Format: character Notes: UNF:6:QVxRg8fBHUkIy6qn9OZq2w== |
f129155 Location: |
Summary Statistics: Min. 1956.0; Max. 1999.0; Valid 323.0; StDev 5.207368392559964; Mean 1984.4396284829722; Variable Format: numeric Notes: UNF:6:ShGRAyvTpZvqRS8XMrkS2Q== |
f129155 Location: |
Summary Statistics: Max. NaN; Min. NaN; StDev NaN; Mean NaN; Valid 0.0 Variable Format: numeric Notes: UNF:6:sWSVg1AtwQmjVkai1pjKtg== |
f129155 Location: |
Variable Format: character Notes: UNF:6:KTJjAo+fzOcbFxYMA9CSag== |
f129155 Location: |
Variable Format: character Notes: UNF:6:3o1hhS2hGn041/VbW4eQ9Q== |
f129155 Location: |
Summary Statistics: StDev 1.2241483222858263; Valid 322.0; Min. 1.0; Max. 7.0; Mean 1.8757763975155273 Variable Format: numeric Notes: UNF:6:QwdTpqV5x1kE/L53q71Dqg== |
f129155 Location: |
Summary Statistics: StDev 16489.68708084852; Min. 546.0; Mean 4408.453416149066; Max. 233338.0; Valid 322.0 Variable Format: numeric Notes: UNF:6:EZ+0i6WknD7DAF0xFzSbEw== |
f129155 Location: |
Summary Statistics: Min. 0.0; StDev 183.5279018745834; Mean 23.045155279503103; Max. 3094.64; Valid 322.0; Variable Format: numeric Notes: UNF:6:dRizQLTADMVpfsP+L7od5Q== |
f129155 Location: |
Summary Statistics: StDev 293.76097992318694; Mean 118.51750000000004; Min. 0.225; Max. 1570.0; Valid 30.0; Variable Format: numeric Notes: UNF:6:INNkwHi76YhZ3rzJXWTBWg== |
f129155 Location: |
Summary Statistics: Max. 6710.0; Valid 23.0; StDev 1403.6080890619849; Min. 2.0; Mean 533.5656521739131; Variable Format: numeric Notes: UNF:6:pLJelmlwUm1MC5RBC0vQBQ== |
f129155 Location: |
Summary Statistics: Mean 33.64871794871795; Max. 132.0; StDev 25.08817997840577; Valid 39.0; Min. 4.2; Variable Format: numeric Notes: UNF:6:a0t7unq3KhdgZru8cMfoFQ== |
f129155 Location: |
Summary Statistics: Mean 956.2999999999998; Max. 7800.0; StDev 1608.5190134613474; Min. 38.0; Valid 25.0; Variable Format: numeric Notes: UNF:6:9exs0hqb4WK6q/slffv7Pg== |
f129155 Location: |
Summary Statistics: StDev 74.67495315824488; Min. 0.00630256; Valid 66.0; Mean 23.646105231151513; Max. 436.0 Variable Format: numeric Notes: UNF:6:PwwrtTWmJGAImsQoSd4eFA== |
f129155 Location: |
Variable Format: character Notes: UNF:6:6mzsJj0o+2RXA7QAGHr1XA== |
f129155 Location: |
Summary Statistics: Valid 322.0; Max. 33442.7; Mean 491.0261801242236; Min. 0.01; StDev 2225.2688412509556 Variable Format: numeric Notes: UNF:6:CDhx6KqBPAWcy68cRM+Mlw== |
f129155 Location: |
Summary Statistics: Mean 1541.2058695652172; Min. 0.01; Valid 322.0; StDev 9489.54783964824; Max. 119084.47 Variable Format: numeric Notes: UNF:6:xdg0x1OQq9Xy7OwGdC1NjA== |
f129155 Location: |
Summary Statistics: Max. 4638.0; StDev 662.9572882863474; Valid 322.0; Min. 6.0; Mean 601.1180124223598 Variable Format: numeric Notes: UNF:6:uKo/OufpXsDgP+47KRSu5A== |
f129155 Location: |
Summary Statistics: Min. 0.0; StDev 3.6721193544733675; Mean 3.613928260869565; Valid 322.0; Max. 31.2875; Variable Format: numeric Notes: UNF:6:0cpbgpAbEK4Mme+vLhTkUA== |
f129155 Location: |
Summary Statistics: Max. 20.82; Min. 0.0; Valid 48.0; StDev 4.838206538467043; Mean 5.175208333333334; Variable Format: numeric Notes: UNF:6:5kXGXEZI5hgTVgj+514+Dw== |
f129155 Location: |
Summary Statistics: Min. 14.0; Valid 1.0; Max. 14.0; Mean 14.0; StDev 0.0; Variable Format: numeric Notes: UNF:6:GTbdVgjiAbgq3z3AtDBZAw== |
f129155 Location: |
Variable Format: character Notes: UNF:6:raHV32bZYLLRiRZKkHupkw== |
f129155 Location: |
Variable Format: character Notes: UNF:6:s9hzT7pR7NCjphf1AJnoWg== |
f129155 Location: |
Variable Format: character Notes: UNF:6:XKhtVcJeF8iDAmt0eKo8fA== |
f129155 Location: |
Variable Format: character Notes: UNF:6:GctzFERItnGu/HDVdcQbBA== |
f129155 Location: |
Variable Format: character Notes: UNF:6:GhRxQ9scXCv1hmSrTBaN6Q== |
f129155 Location: |
Variable Format: character Notes: UNF:6:5mHEIhOoV5wwbKnVwxnuSw== |
f129155 Location: |
Variable Format: character Notes: UNF:6:7ppQcOmuOG7d5ObYP+N4iw== |
f129156 Location: |
Summary Statistics: Valid 420.0; Min. 21.0; Max. 1032.0; Mean 505.25; StDev 211.56244952196195; Variable Format: numeric Notes: UNF:6:n4DnKX8nSmi9r04FrQ8OgA== |
f129156 Location: |
Variable Format: character Notes: UNF:6:mUc3tS3WwUAtsYhkZcUTHg== |
f129156 Location: |
Variable Format: character Notes: UNF:6:KfyOlCJ77yQyrEr0YQ5kaQ== |
f129156 Location: |
Summary Statistics: StDev 4.215167876201895; Max. 32.5259; Min. 10.6564; Mean 17.45753476190476; Valid 420.0; Variable Format: numeric Notes: UNF:6:F80WJaL2mLecjsf8G1n/nQ== |
f129156 Location: |
Summary Statistics: StDev 2.8616121074531775; Max. 108.4876; Min. 95.2105; Valid 420.0; Mean 103.5947969047619; Variable Format: numeric Notes: UNF:6:B7C0xeKG2U0M6fVzhRmzaA== |
f129156 Location: |
Variable Format: character Notes: UNF:6:uo98bjCyb4n0rgAszuz/BQ== |
f129156 Location: |
Variable Format: character Notes: UNF:6:a8gJJn3oZB5z8pQ2pAsZsg== |
f129156 Location: |
Variable Format: character Notes: UNF:6:yYcwQtAiSEOKEBWQwL3g9g== |
f129156 Location: |
Summary Statistics: Mean 1989.4809523809524; Valid 420.0; StDev 10.340601398224587; Max. 2009.0; Min. 1956.0 Variable Format: numeric Notes: UNF:6:7U8n1llE0b2TBZ3FyyqY5Q== |
f129156 Location: |
Summary Statistics: Mean 2020.0; StDev 0.0; Min. 2020.0; Max. 2020.0; Valid 1.0 Variable Format: numeric Notes: UNF:6:PUYi07JAPg3WJA/x13Nd8w== |
f129156 Location: |
Variable Format: character Notes: UNF:6:azgNQ+dV8qCn1GABYkTc0w== |
f129156 Location: |
Variable Format: character Notes: UNF:6:ZZbMCNoehOeSobZxHH4zNw== |
f129156 Location: |
Summary Statistics: Valid 419.0; Mean 2.026252983293553; Min. 1.0; StDev 1.3718907579088808; Max. 7.0; Variable Format: numeric Notes: UNF:6:DjSfZ/lT5yTZBHyd6znaaQ== |
f129156 Location: |
Summary Statistics: Min. 546.0; Mean 7019.653937947507; StDev 23178.4669830896; Max. 233338.0; Valid 419.0 Variable Format: numeric Notes: UNF:6:cvQqiw9PERJVphu1coFxvQ== |
f129156 Location: |
Summary Statistics: Valid 419.0; Max. 3743.67; Min. 0.0; Mean 36.72940334128879; StDev 254.0702480419024 Variable Format: numeric Notes: UNF:6:2QmBM6lFRDJA1niaeDofjg== |
f129156 Location: |
Summary Statistics: StDev 346.7441469198801; Min. 0.225; Valid 62.0; Max. 1750.0; Mean 148.3345967741936 Variable Format: numeric Notes: UNF:6:QsrXPMK25KSTdNmaMdacjg== |
f129156 Location: |
Summary Statistics: StDev 1537.0297260492034; Mean 747.1649999999997; Min. 2.0; Max. 6710.0; Valid 46.0; Variable Format: numeric Notes: UNF:6:bi+ITh+Rktg1DKAmmkVLHg== |
f129156 Location: |
Summary Statistics: Max. 132.0; Valid 58.0; Min. 4.2; Mean 40.967241379310344; StDev 27.745247027326688; Variable Format: numeric Notes: UNF:6:ILbK8EZcK8Igsa2hNYcJlQ== |
f129156 Location: |
Summary Statistics: Mean 839.7540540540541; Min. 38.0; Max. 7800.0; StDev 1361.7650471588936; Valid 37.0 Variable Format: numeric Notes: UNF:6:FQZBL4su6E01wA1/igdb6A== |
f129156 Location: |
Summary Statistics: Max. 436.0; Mean 22.286753155172416; Min. 0.00630256; StDev 65.74783659862699; Valid 87.0; Variable Format: numeric Notes: UNF:6:BpaxP/rEV44dF1swgfS6bQ== |
f129156 Location: |
Variable Format: character Notes: UNF:6:p3JcDKujv77yLVsopVexOA== |
f129156 Location: |
Summary Statistics: Max. 33442.7; Valid 419.0; StDev 2093.3814954265163; Mean 484.34178997613367; Min. 0.01 Variable Format: numeric Notes: UNF:6:3MbkSquURtx+RiPfySxdhw== |
f129156 Location: |
Summary Statistics: Max. 141852.43; Min. 0.01; Mean 2242.384773269691; StDev 12417.793753702137; Valid 419.0; Variable Format: numeric Notes: UNF:6:qYavxdtFcJqKgPzskIJxnw== |
f129156 Location: |
Summary Statistics: Mean 608.9713603818624; Max. 4638.0; Valid 419.0; StDev 662.9118917407524; Min. 6.0 Variable Format: numeric Notes: UNF:6:/oNuk5wnY+UvIH+GQsMJ/A== |
f129156 Location: |
Summary Statistics: Min. 0.0; Mean 3.9328704057279236; Valid 419.0; Max. 35.4216; StDev 4.321420469143408; Variable Format: numeric Notes: UNF:6:SVg+CV6IWSMP/JgYk5q8sA== |
f129156 Location: |
Summary Statistics: Min. 0.0; Max. 35.42; Mean 6.471756756756757; StDev 6.592350976099273; Valid 74.0; Variable Format: numeric Notes: UNF:6:1ncWzJagGEg67vXWIYbUDA== |
f129156 Location: |
Summary Statistics: Min. 14.0; Max. 14.0; StDev 0.0; Valid 1.0; Mean 14.0 Variable Format: numeric Notes: UNF:6:MT9O+G+CtlfhvROaNIigvA== |
f129156 Location: |
Variable Format: character Notes: UNF:6:8fX6e7e24q3SyPw8J8YKyA== |
f129156 Location: |
Variable Format: character Notes: UNF:6:CMeYoOzzsf3pqIlLeaL2EQ== |
f129156 Location: |
Variable Format: character Notes: UNF:6:Xaw7+I9UkWGWWKaTWVjQWw== |
f129156 Location: |
Variable Format: character Notes: UNF:6:nQFEqnEYF5hh3AGlamROkA== |
f129156 Location: |
Variable Format: character Notes: UNF:6:WAFwzROm44vkqBW+XorQgQ== |
f129156 Location: |
Variable Format: character Notes: UNF:6:rf6aBUMKnLYeUhsS7NoiEg== |
f129156 Location: |
Variable Format: character Notes: UNF:6:/WVdHz9hgCyhFFArL0dS8w== |
f129157 Location: |
Summary Statistics: Max. 1052.0; Valid 650.0; Min. 1.0; Mean 483.9307692307684; StDev 228.63753311288065 Variable Format: numeric Notes: UNF:6:4vZzvyStnqOisGyKonPCCw== |
f129157 Location: |
Variable Format: character Notes: UNF:6:Q/OkIdjhcjqS7J4P+yt9Pw== |
f129157 Location: |
Variable Format: character Notes: UNF:6:dLj/VjaNEcX3fyGDyM7+ZQ== |
f129157 Location: |
Summary Statistics: Min. 10.6564; Mean 17.443937046153845; Valid 650.0; StDev 4.331995985772356; Max. 32.5259; Variable Format: numeric Notes: UNF:6:fJsDCNNOfOfNyugbfd3p6g== |
f129157 Location: |
Summary Statistics: Mean 103.89172369230769; Valid 650.0; Max. 108.4876; StDev 3.0215288750253437; Min. 95.2105; Variable Format: numeric Notes: UNF:6:R7haNSAeKrDbv1CN26OFAg== |
f129157 Location: |
Variable Format: character Notes: UNF:6:ZA9NwS3i0Mfz5QTtWktNTg== |
f129157 Location: |
Variable Format: character Notes: UNF:6:/xDzltSn4kTK/pQLATlVGw== |
f129157 Location: |
Variable Format: character Notes: UNF:6:wMWC8RQ1ysjho4FsI9US3Q== |
f129157 Location: |
Summary Statistics: Min. 1956.0; Mean 1997.9953846153846; StDev 14.290567436195621; Max. 2019.0; Valid 650.0 Variable Format: numeric Notes: UNF:6:ruVfTPn0VLqDbIfZUy0eiQ== |
f129157 Location: |
Summary Statistics: StDev 2.1213203435596424; Max. 2020.0; Min. 2017.0; Valid 2.0; Mean 2018.5 Variable Format: numeric Notes: UNF:6:JFNWhxXH+ysCubGqqxi5pw== |
f129157 Location: |
Variable Format: character Notes: UNF:6:CUf6Vbeksfl72xAbwTrEdQ== |
f129157 Location: |
Variable Format: character Notes: UNF:6:s5zcbRq5CdnVwClw29magg== |
f129157 Location: |
Summary Statistics: Min. 1.0; Mean 2.270142180094792; Valid 633.0; StDev 1.5182464522861177; Max. 7.0; Variable Format: numeric Notes: UNF:6:HVo8clUcfMwSoDvYCJ2zYg== |
f129157 Location: |
Summary Statistics: Mean 9620.01105845184; StDev 43408.88826274126; Min. 546.0; Max. 815963.0; Valid 633.0; Variable Format: numeric Notes: UNF:6:vfnGtfHKx+504tldIFjttw== |
f129157 Location: |
Summary Statistics: Valid 633.0; Min. 0.0; Max. 4789.43; StDev 301.9629525876668; Mean 47.22202211690363; Variable Format: numeric Notes: UNF:6:rf96U5aontiq9FnmdsVXLw== |
f129157 Location: |
Summary Statistics: Min. 0.1; Max. 5850.0; Mean 189.4647765363128; Valid 179.0; StDev 611.5162156057893 Variable Format: numeric Notes: UNF:6:kyGj9Cj3b56x6c5Ur91nlQ== |
f129157 Location: |
Summary Statistics: Max. 23912.0; Min. 2.0; Mean 1139.4718253968254; StDev 3050.281207956381; Valid 126.0 Variable Format: numeric Notes: UNF:6:4tPd6O0iHb/BDPewtbyQ/Q== |
f129157 Location: |
Summary Statistics: Min. 4.0; StDev 48.85952759328644; Max. 292.0; Mean 57.11983471074379; Valid 121.0 Variable Format: numeric Notes: UNF:6:+glUD3+lh8e+yO7ml1zciA== |
f129157 Location: |
Summary Statistics: Valid 89.0; Max. 7800.0; StDev 1427.0995258362261; Mean 724.7078651685395; Min. 9.0 Variable Format: numeric Notes: UNF:6:npG5/NBv4NaJ9qYNPQ8rSg== |
f129157 Location: |
Summary Statistics: Max. 436.0; Valid 155.0; StDev 70.79159097536028; Min. 0.001; Mean 27.882155000483866; Variable Format: numeric Notes: UNF:6:xjIIgnyX0EjW0azPX24/NA== |
f129157 Location: |
Variable Format: character Notes: UNF:6:XHzAv9UvL0+eyYqCGtJGJQ== |
f129157 Location: |
Summary Statistics: StDev 2018.042645762758; Valid 633.0; Mean 528.3012322274881; Min. 0.01; Max. 33442.7; Variable Format: numeric Notes: UNF:6:Vg/KL/sDKfygZ/WFn1ppDg== |
f129157 Location: |
Summary Statistics: Max. 556138.54; Valid 633.0; StDev 28579.83401242175; Min. 0.01; Mean 4465.515813586094; Variable Format: numeric Notes: UNF:6:L8aUzY9wEO9R/zoDWUCK9A== |
f129157 Location: |
Summary Statistics: Mean 648.0884676145331; StDev 653.4057235971014; Max. 4638.0; Min. 6.0; Valid 633.0 Variable Format: numeric Notes: UNF:6:OXQ+QJEIZaRz326e5kdstQ== |
f129157 Location: |
Summary Statistics: StDev 5.82642681368529; Mean 5.174293838862561; Max. 50.6099; Min. 0.0; Valid 633.0 Variable Format: numeric Notes: UNF:6:TZoQxO1mV0U1dI8DXUZP2A== |
f129157 Location: |
Summary Statistics: Max. 50.61; Min. 0.0; StDev 8.811446711791008; Valid 143.0; Mean 9.472167832167832 Variable Format: numeric Notes: UNF:6:vTUZBigAKXMNifFv5tauTw== |
f129157 Location: |
Summary Statistics: StDev 38.301436004411116; Mean 56.0; Max. 89.0; Min. 14.0; Valid 3.0 Variable Format: numeric Notes: UNF:6:KFGRgAVewazPb4f5OQGMFg== |
f129157 Location: |
Variable Format: character Notes: UNF:6:wm/3L7CoiYe/Kv6+oSqO7w== |
f129157 Location: |
Variable Format: character Notes: UNF:6:bMh9cz+TLe2vShkkq8PtIg== |
f129157 Location: |
Variable Format: character Notes: UNF:6:JuAHOc++KubSDJrHsnll4w== |
f129157 Location: |
Variable Format: character Notes: UNF:6:Wk4RYHiEjhr5o1h7xMfc2A== |
f129157 Location: |
Variable Format: character Notes: UNF:6:gZinNAQlxrjoUx3XPOaK1Q== |
f129157 Location: |
Variable Format: character Notes: UNF:6:koSzruUM0gyCzXBib3J6xg== |
f129157 Location: |
Variable Format: character Notes: UNF:6:0/ZrYuANaMW3YG3j8wyqig== |
f129158 Location: |
Summary Statistics: StDev 304.2427473848359; Valid 1046.0; Max. 1055.0; Min. 1.0; Mean 529.369024856595 Variable Format: numeric Notes: UNF:6:UeMctp5GOrk0kpBkcfzlzA== |
f129158 Location: |
Variable Format: character Notes: UNF:6:flTvzu99AK78zzgS5Z7wXw== |
f129158 Location: |
Variable Format: character Notes: UNF:6:jwNeCFf1PIXXlHVhzlYF2g== |
f129158 Location: |
Summary Statistics: StDev 4.222435127804668; Min. 10.6564; Mean 17.54371017208413; Max. 32.67; Valid 1046.0 Variable Format: numeric Notes: UNF:6:fC6amKnM4XJd2JEwjScBhQ== |
f129158 Location: |
Summary Statistics: Min. 95.2105; Valid 1046.0; Max. 108.4876; StDev 2.918579339195345; Mean 104.04134158699809; Variable Format: numeric Notes: UNF:6:ESfdsIrELmEMi7tMfurN2w== |
f129158 Location: |
Variable Format: character Notes: UNF:6:inY5JXCBkIHM+8m2VCuvVQ== |
f129158 Location: |
Variable Format: character Notes: UNF:6:qLjVvIMEUM0pG9tNZVOU0Q== |
f129158 Location: |
Variable Format: character Notes: UNF:6:TMK+SCpHhbhMH7jybxZ20g== |
f129158 Location: |
Summary Statistics: Valid 684.0; Mean 1999.4970760233919; Max. 2040.0; StDev 15.43241981938558; Min. 1956.0 Variable Format: numeric Notes: UNF:6:AYHhIWWRgu39RDnJpIAjuQ== |
f129158 Location: |
Summary Statistics: Valid 0.0; Mean NaN; StDev NaN; Min. NaN; Max. NaN; Variable Format: numeric Notes: UNF:6:CEDZlcee65ZsVGf9HstLow== |
f129158 Location: |
Variable Format: character Notes: UNF:6:QWP6YVk1PtFouAQQNPlA8A== |
f129158 Location: |
Variable Format: character Notes: UNF:6:Q+qywbackSgJq0t72btqow== |
f129158 Location: |
Summary Statistics: Max. 8.0; StDev 1.7293673024158818; Min. 1.0; Mean 2.612702366127034; Valid 803.0 Variable Format: numeric Notes: UNF:6:Kx9FDy+ZgSfs7eMQPzWigA== |
f129158 Location: |
Summary Statistics: Mean 16462.980074719846; Min. 434.0; Max. 1332116.0; StDev 80117.19531786289; Valid 803.0 Variable Format: numeric Notes: UNF:6:/Z6ybiZijbeXlW8OWnD2Dg== |
f129158 Location: |
Summary Statistics: Valid 803.0; Max. 6758.16; Min. 0.0; Mean 97.1645205479452; StDev 521.5799606240178 Variable Format: numeric Notes: UNF:6:9rw+7pWu9i/q5YuEWI008Q== |
f129158 Location: |
Summary Statistics: Mean 122.91153641207804; StDev 426.2563449148342; Min. 0.1; Max. 5850.0; Valid 563.0 Variable Format: numeric Notes: UNF:6:Mhvru2uCoh3LqHOFlPEtEg== |
f129158 Location: |
Summary Statistics: StDev 2315.744686663103; Min. 2.0; Max. 23912.0; Mean 844.7832352941174; Valid 340.0; Variable Format: numeric Notes: UNF:6:t6zGT8NgBrSFKkBkGq8i8g== |
f129158 Location: |
Summary Statistics: Min. 4.0; Valid 222.0; StDev 99.15442170517441; Max. 1310.2; Mean 69.94954954954959 Variable Format: numeric Notes: UNF:6:wG3rfy781yaf3khxOmlI3w== |
f129158 Location: |
Summary Statistics: Max. 18002.0; StDev 1986.8218146842594; Valid 151.0; Min. 9.0; Mean 792.2091390728474; Variable Format: numeric Notes: UNF:6:HJRQOKpfYQC/a3AodYdfRw== |
f129158 Location: |
Summary Statistics: Valid 241.0; Mean 43.7074453322614; Max. 726.9; StDev 106.53925841311762; Min. 0.001 Variable Format: numeric Notes: UNF:6:2Mtv7A7cofZQnT8j/CaKaQ== |
f129158 Location: |
Variable Format: character Notes: UNF:6:NeC9btlX1X0fYWzl5h5Rsg== |
f129158 Location: |
Summary Statistics: StDev 2702.9396358325935; Min. 0.01; Valid 803.0; Max. 33442.7; Mean 836.3294769613947 Variable Format: numeric Notes: UNF:6:E4/1gJ6DND4Dw8xnyJHYgQ== |
f129158 Location: |
Summary Statistics: Min. 0.01; StDev 51098.20043793178; Max. 645200.78; Valid 803.0; Mean 9661.415815691147 Variable Format: numeric Notes: UNF:6:9r8d138bPJIuz9Yu1p8xsg== |
f129158 Location: |
Summary Statistics: Max. 4638.0; Min. 6.0; Valid 803.0; StDev 726.88495351205; Mean 659.2341220423418 Variable Format: numeric Notes: UNF:6:fryosjTkGZGIisgiHWX+Lg== |
f129158 Location: |
Summary Statistics: Mean 6.077177584059778; Max. 50.6099; Valid 803.0; Min. 0.0; StDev 6.874241252942867 Variable Format: numeric Notes: UNF:6:itFxj5Q3Z82FQ0+M4U4fUw== |
f129158 Location: |
Summary Statistics: Min. 0.0; StDev 9.612706865957518; Mean 9.754932126696833; Valid 221.0; Max. 50.61 Variable Format: numeric Notes: UNF:6:d2Mr9PKzSVGgSLfNmjzePg== |
f129158 Location: |
Summary Statistics: Min. 14.0; Max. 89.0; StDev 11.721027620446202; Valid 63.0; Mean 48.80952380952381; Variable Format: numeric Notes: UNF:6:qflFZzobTAMliyHX4fVbIQ== |
f129158 Location: |
Variable Format: character Notes: UNF:6:j8cRMdezqVkoFjbNh3qpVQ== |
f129158 Location: |
Variable Format: character Notes: UNF:6:D09PIqVjK8HrnoRFl292Kw== |
f129158 Location: |
Variable Format: character Notes: UNF:6:hJbuOUIBiqIcaLa1mnUWkg== |
f129158 Location: |
Variable Format: character Notes: UNF:6:VHQA8+CyMKY1pICZ5uA/Pg== |
f129158 Location: |
Variable Format: character Notes: UNF:6:A23EZIssBbaNMz93DrHGTw== |
f129158 Location: |
Variable Format: character Notes: UNF:6:Ia1cfw8Nk/tunMs2fqkckw== |
f129158 Location: |
Variable Format: character Notes: UNF:6:TvYkFi84QdBSjSUrwpJ+fw== |
f129159 Location: |
Summary Statistics: StDev 304.6965703778105; Min. 1.0; Valid 1055.0; Mean 528.0; Max. 1055.0 Variable Format: numeric Notes: UNF:6:nUAmyy38TTnTBfOAH1qtNA== |
f129159 Location: |
Variable Format: character Notes: UNF:6:Qyw+WK/iKK2/k0ZHHsbn9A== |
f129159 Location: |
Variable Format: character Notes: UNF:6:R/yq0NCUYYEpc1YxxU4LZg== |
f129159 Location: |
Summary Statistics: Max. 32.67; Valid 1055.0; StDev 4.229509283697675; Mean 17.559790274881518; Min. 10.6564; Variable Format: numeric Notes: UNF:6:5TE+bJQyacFoR8n0SPThYQ== |
f129159 Location: |
Summary Statistics: Max. 108.4876; StDev 2.918997743344086; Valid 1055.0; Mean 104.02777895734597; Min. 95.2105 Variable Format: numeric Notes: UNF:6:uAG6OdPwXYFhhWWtvCLzrw== |
f129159 Location: |
Variable Format: character Notes: UNF:6:q0+12OkB67HOU7jDT7DtIg== |
f129159 Location: |
Variable Format: character Notes: UNF:6:EgiCRz1yFGDFTLnVr6EKog== |
f129159 Location: |
Variable Format: character Notes: UNF:6:qC9LTKyCexcdPi2pVQFwLw== |
f129159 Location: |
Summary Statistics: Mean 1999.5145772594751; Valid 686.0; Max. 2040.0; Min. 1956.0; StDev 15.415195566277374 Variable Format: numeric Notes: UNF:6:VXf7dPsN4o2PAtHTV3zNcw== |
f129159 Location: |
Summary Statistics: Min. 2017.0; Max. 2020.0; StDev 2.1213203435596424; Valid 2.0; Mean 2018.5; Variable Format: numeric Notes: UNF:6:UMFdltpCFPd4v5UvrnRjLg== |
f129159 Location: |
Variable Format: character Notes: UNF:6:IWAuFaMXiixku+W5yQSPXQ== |
f129159 Location: |
Variable Format: character Notes: UNF:6:gJO2EqsfJBTRrTdDfj9nlQ== |
f129159 Location: |
Summary Statistics: Mean 2.6271604938271693; Valid 810.0; Min. 1.0; Max. 8.0; StDev 1.7364707359983722; Variable Format: numeric Notes: UNF:6:luK2MMNh1gHOyGrn0tRycw== |
f129159 Location: |
Summary Statistics: Min. 434.0; Mean 16582.28888888907; Max. 1332116.0; StDev 79990.18138215812; Valid 810.0 Variable Format: numeric Notes: UNF:6:c7Bqc5prjNf8LiC9Du4vrQ== |
f129159 Location: |
Summary Statistics: StDev 521.2676896801547; Min. 0.0; Mean 98.14362962962961; Valid 810.0; Max. 6758.16 Variable Format: numeric Notes: UNF:6:w/e3vOv+NEEHn/CRyMs3pw== |
f129159 Location: |
Summary Statistics: Min. 0.1; StDev 425.988857998936; Max. 5850.0; Mean 125.34562062937094; Valid 572.0; Variable Format: numeric Notes: UNF:6:25EXy2OfzgnvZBYwGsgilg== |
f129159 Location: |
Summary Statistics: Min. 2.0; StDev 2323.38175673743; Valid 343.0; Mean 862.5460641399417; Max. 23912.0 Variable Format: numeric Notes: UNF:6:Q/3ObgUpxp8y45cD8p3fnw== |
f129159 Location: |
Summary Statistics: Valid 227.0; Min. 4.0; StDev 98.28621696457145; Mean 70.15550660792952; Max. 1310.2; Variable Format: numeric Notes: UNF:6:kvHgMOpznuLuw+yK9+0cBQ== |
f129159 Location: |
Summary Statistics: StDev 1986.8218146842594; Valid 151.0; Min. 9.0; Mean 792.2091390728474; Max. 18002.0 Variable Format: numeric Notes: UNF:6:DhB7Uzk2riP+YGLelpk3oA== |
f129159 Location: |
Summary Statistics: StDev 114.5739354895882; Min. 0.001; Max. 726.9; Mean 46.8918135717347; Valid 245.0 Variable Format: numeric Notes: UNF:6:xUG2EyX8fn++esq8spXPsw== |
f129159 Location: |
Variable Format: character Notes: UNF:6:l0ouDKVLt0C+x42QW1wlzw== |
f129159 Location: |
Summary Statistics: StDev 2706.685058089454; Mean 847.6702716049381; Valid 810.0; Max. 33442.7; Min. 0.01 Variable Format: numeric Notes: UNF:6:Ep8ShBGtEQMghiBpgSUP6w== |
f129159 Location: |
Summary Statistics: Max. 645200.78; StDev 51184.84426740177; Min. 0.01; Valid 810.0; Mean 9874.358185185185; Variable Format: numeric Notes: UNF:6:79tYwFLkE7zOJk1CtOb0fw== |
f129159 Location: |
Summary Statistics: Max. 4638.0; Mean 660.6333333333342; StDev 725.6223074901411; Valid 810.0; Min. 6.0; Variable Format: numeric Notes: UNF:6:ZSKT+4QbLRNciC1F4ObcUg== |
f129159 Location: |
Summary Statistics: Max. 55.912; Mean 6.214739012345678; StDev 7.177291248031504; Valid 810.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:2b274+40P+SQ82YhvayNJw== |
f129159 Location: |
Summary Statistics: Mean 10.09607142857143; Min. 0.0; StDev 10.180642350437465; Max. 55.91; Valid 224.0; Variable Format: numeric Notes: UNF:6:w+CldMryQeQA7pEA1DqF3g== |
f129159 Location: |
Summary Statistics: Min. 14.0; Valid 63.0; StDev 11.721027620446202; Mean 48.80952380952381; Max. 89.0 Variable Format: numeric Notes: UNF:6:KxvVvjXExA1gYQ24JE0fEQ== |
f129159 Location: |
Variable Format: character Notes: UNF:6:B+9f8zjvr/YceIEtL3E5vg== |
f129159 Location: |
Variable Format: character Notes: UNF:6:DjvPUJIRULjSBkTHF2HYiQ== |
f129159 Location: |
Variable Format: character Notes: UNF:6:F0yf5us7As2wfCynTup+zA== |
f129159 Location: |
Variable Format: character Notes: UNF:6:QXlPh9/hDMxFJS3aicy6oA== |
f129159 Location: |
Variable Format: character Notes: UNF:6:TPYI6HkT4o1l0jWOQZYmBw== |
f129159 Location: |
Variable Format: character Notes: UNF:6:6ojSqOGjwNIzvT4Hum+i2g== |
f129159 Location: |
Variable Format: character Notes: UNF:6:o8k/ZcxEXzBD29Xx6SEO7A== |