Future annual extreme precipitation indices for South East Asia (doi:10.21979/N9/7ELP0O)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Document Description

Citation

Title:

Future annual extreme precipitation indices for South East Asia

Identification Number:

doi:10.21979/N9/7ELP0O

Distributor:

DR-NTU (Data)

Date of Distribution:

2024-07-02

Version:

1

Bibliographic Citation:

Muthuvel, Dineshkumar, 2024, "Future annual extreme precipitation indices for South East Asia", https://doi.org/10.21979/N9/7ELP0O, DR-NTU (Data), V1, UNF:6:qvuBjyMn1EN7e0wf87BVTw== [fileUNF]

Study Description

Citation

Title:

Future annual extreme precipitation indices for South East Asia

Identification Number:

doi:10.21979/N9/7ELP0O

Authoring Entity:

Muthuvel, Dineshkumar (Nanyang Technological University)

Software used in Production:

R

Distributor:

DR-NTU (Data)

Access Authority:

Muthuvel, Dineshkumar

Depositor:

Muthuvel, Dineshkumar

Date of Deposit:

2024-06-29

Holdings Information:

https://doi.org/10.21979/N9/7ELP0O

Study Scope

Keywords:

Earth and Environmental Sciences, Engineering, Earth and Environmental Sciences, Engineering, Extreme Precipitation

Abstract:

<p>Future annual extreme precipitation indices for South East Asian countries have been provided. </p> <p>Variables used: <br>R95p: total precipitation when rain > 95th percentile (mm) <br>Rx5Day: maximum 5-day precipitation (mm) <br>R10mm: number of heavy precipitation days 10 >= rain < 20 mm (days) <br>CWD: maximum length of consecutive wet days, rain >= 1 mm (days) <br>PRCPTOT: total precipitation (mm) in wet days, rain >= 1 (mm) </p> <p>The dataset contains 3 CSV files.</p> <p>1. Filename: Observed_data.csv <br>Resolution: 0.25 X 0.25 degrees <br>Years: 1951-2007 <br>Source: APHRODITE </p> <p>2. Filename: Historical_GCM.csv <br>Resolution: 0.25 X 0.25 degrees <br>Years: 1950-2014 <br>Source: Ensembled 32 GCMs from nex-gddp-cmip6 historical data </p> <p>3. Filename: Future_ETCDDI_GCM.csv <br>Resolution: 0.25 X 0.25 degrees <br>Years: 2015-2100 <br>Source: Ensembled 32 GCMs from nex-gddp-cmip6 SSP5-8.5 data </p>

Kind of Data:

Gridded annual precipitation indices

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

File Description--f139789

File: Future_ETCDDI_GCM.tab

  • Number of cases: 509120

  • No. of variables per record: 10

  • Type of File: text/tab-separated-values

Notes:

UNF:6:wOkSblxOdyXmUeRiyfRNfQ==

File Description--f139787

File: Historical_GCM.tab

  • Number of cases: 384800

  • No. of variables per record: 10

  • Type of File: text/tab-separated-values

Notes:

UNF:6:pNNG8cajoFYmizgkMGbLSA==

File Description--f139788

File: Observed_data.tab

  • Number of cases: 318422

  • No. of variables per record: 10

  • Type of File: text/tab-separated-values

Notes:

UNF:6:OOZ2COc/cnnul44dqNTaQg==

Variable Description

List of Variables:

Variables

Year

f139789 Location:

Summary Statistics: Mean 2057.5; Min. 2015.0; Max. 2100.0; Valid 509120.0; StDev 24.824407554346223;

Variable Format: numeric

Notes: UNF:6:mKJWYaMZ8joQDDD7oDg7Eg==

Longitude

f139789 Location:

Summary Statistics: StDev 12.239646602272236; Valid 509120.0; Max. 140.875; Mean 109.86689189189178; Min. 92.375

Variable Format: numeric

Notes: UNF:6:Q2mMWvZNKzb7j1q41SJmSQ==

Latitude

f139789 Location:

Summary Statistics: Min. -10.125; StDev 10.120116529871792; Max. 28.375; Valid 509120.0; Mean 7.932179054054839;

Variable Format: numeric

Notes: UNF:6:JBBDnXbMnGO6/nTGXnoy+A==

R95p

f139789 Location:

Summary Statistics: Valid 509120.0; Min. 222.4; Mean 520.4657346009166; StDev 165.2475042948003; Max. 1710.2

Variable Format: numeric

Notes: UNF:6:YB6xo+13rSEW6jV3N3/LVg==

Rx5Day

f139789 Location:

Summary Statistics: Mean 141.86200738528382; Max. 620.7; StDev 53.72352616918411; Min. 54.1; Valid 509120.0

Variable Format: numeric

Notes: UNF:6:E9b8RiE2gLmgEfpvGMgFrw==

R10mm

f139789 Location:

Summary Statistics: Mean 77.33830491828911; Min. 14.6; StDev 32.788682662792546; Valid 509120.0; Max. 176.7

Variable Format: numeric

Notes: UNF:6:sV3bXY0lwDKqYpncMGqI9g==

CWD

f139789 Location:

Summary Statistics: Mean 49.92849917504708; Max. 130.5; Valid 509120.0; StDev 15.412963747644541; Min. 19.9;

Variable Format: numeric

Notes: UNF:6:FVjFQu5y+R33EWJ/tjbuAQ==

PRCPTOT

f139789 Location:

Summary Statistics: StDev 820.2371976159776; Max. 6637.4; Min. 776.7; Valid 509120.0; Mean 2423.8542477215037;

Variable Format: numeric

Notes: UNF:6:RjG9XagUP3/KdyNkekJcBA==

Country

f139789 Location:

Variable Format: character

Notes: UNF:6:pnm7f+kli6HgxJM9eSKSgQ==

Model

f139789 Location:

Variable Format: character

Notes: UNF:6:Fc1zJ+QgudOvAJZjDJgNEA==

Year

f139787 Location:

Summary Statistics: Min. 1950.0; Max. 2014.0; StDev 18.761687417801525; Valid 384800.0; Mean 1982.0

Variable Format: numeric

Notes: UNF:6:vYO4R5KpXGKoBgemjryJ9A==

Longitude

f139787 Location:

Summary Statistics: Valid 384800.0; Max. 140.875; Min. 92.375; Mean 109.86689189189178; StDev 12.239650485794401;

Variable Format: numeric

Notes: UNF:6:n3w0l+3nXbcmVJDl7YRO9g==

Latitude

f139787 Location:

Summary Statistics: Valid 384800.0; Max. 28.375; Min. -10.125; Mean 7.932179054054839; StDev 10.120119740886244

Variable Format: numeric

Notes: UNF:6:ZNI9tb2L5gjaP0bPJJSJAA==

R95p

f139787 Location:

Summary Statistics: Max. 1371.3; Min. 210.8; Mean 473.64043737006125; Valid 384800.0; StDev 144.60470916760264

Variable Format: numeric

Notes: UNF:6:OW5CrgUYgNjWas3a9HKUDA==

Rx5Day

f139787 Location:

Summary Statistics: Valid 384800.0; Max. 512.9; StDev 46.189257910360716; Min. 50.5; Mean 127.00250649688121;

Variable Format: numeric

Notes: UNF:6:Y1phJXUgtyBb+xytF8aQQA==

R10mm

f139787 Location:

Summary Statistics: Max. 180.5; Valid 384800.0; Mean 79.20950051975157; StDev 33.9756264542764; Min. 12.9;

Variable Format: numeric

Notes: UNF:6:2pbu9YLyYeCNTMW47Mw5ew==

CWD

f139787 Location:

Summary Statistics: Max. 143.6; StDev 16.366160605799294; Mean 50.75193347193356; Valid 384800.0; Min. 18.0

Variable Format: numeric

Notes: UNF:6:tHdewh85RG8PipV+TjglTg==

PRCPTOT

f139787 Location:

Summary Statistics: Min. 760.1; Max. 5981.7; Mean 2351.262321205841; StDev 768.001333150313; Valid 384800.0;

Variable Format: numeric

Notes: UNF:6:/FooVYhadNk2BO4bHfMEgA==

Country

f139787 Location:

Variable Format: character

Notes: UNF:6:XkOD/EOPcuIdSWBKadIHRQ==

Model

f139787 Location:

Variable Format: character

Notes: UNF:6:8JCisjkvlTnFgHLFWkzJmA==

Year

f139788 Location:

Summary Statistics: StDev 15.905420411699103; Mean 1979.9585267349157; Valid 318422.0; Min. 1951.0; Max. 2007.0

Variable Format: numeric

Notes: UNF:6:A5RbC82oHI5HxmNkRNtaQw==

Longitude

f139788 Location:

Summary Statistics: StDev 11.572748815749822; Min. 92.375; Mean 109.01875420040137; Max. 140.875; Valid 318422.0;

Variable Format: numeric

Notes: UNF:6:lusgauf3wh+6bnRg9+C97g==

Latitude

f139788 Location:

Summary Statistics: Max. 28.375; Mean 8.589822625322329; Valid 318422.0; Min. -10.875; StDev 10.01838590144198;

Variable Format: numeric

Notes: UNF:6:EjR+9qkOUJp09U+Q81dZag==

R95p

f139788 Location:

Summary Statistics: StDev 194.49446232913505; Mean 516.1761045405137; Valid 318422.0; Min. 58.8; Max. 2860.24;

Variable Format: numeric

Notes: UNF:6:bAlUfgbL0QECoubeE2h1AA==

Rx5Day

f139788 Location:

Summary Statistics: Min. 11.8; Max. 1030.25; Valid 318422.0; StDev 62.90590506343607; Mean 124.2977585719581;

Variable Format: numeric

Notes: UNF:6:uEHkURSUk8JBCrJulyAsSQ==

R10mm

f139788 Location:

Summary Statistics: StDev 17.16843311416917; Valid 318422.0; Min. 0.0; Mean 37.93157822009535; Max. 131.0;

Variable Format: numeric

Notes: UNF:6:nOtrRTgYrphNL/YTMhj3nw==

CWD

f139788 Location:

Summary Statistics: Max. 169.0; Mean 32.21990314739162; Min. 2.0; StDev 20.25015280817091; Valid 318422.0

Variable Format: numeric

Notes: UNF:6:MTIghUxA4B2xhDa+NBxQ1A==

PRCPTOT

f139788 Location:

Summary Statistics: Valid 318422.0; Mean 1692.7667515121377; Min. 63.22; StDev 670.0013794259279; Max. 6345.14

Variable Format: numeric

Notes: UNF:6:37vE1igwuXafJP93hIwPJA==

Country

f139788 Location:

Variable Format: character

Notes: UNF:6:Yg70cCgrzC4fckE5DjX5/Q==

Model

f139788 Location:

Variable Format: character

Notes: UNF:6:9tQh0T/r9ZKtvmM3urrdEg==

Other Study-Related Materials

Label:

Readme.txt

Text:

Data Description

Notes:

text/plain