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Part 1: Document Description
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Citation |
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Title: |
Replication data for: "Application of thermography for monitoring stomatal conductance of Coffea arabica under different shading systems" |
Identification Number: |
doi:10.7910/DVN/R3O8LO |
Distributor: |
Harvard Dataverse |
Date of Distribution: |
2018-06-08 |
Version: |
1 |
Bibliographic Citation: |
Craparo, A.C.W.; Steppe, K.; Van Asten, Piet; Läderach, Peter; Jassogne, Laurence; Grab, S.W., 2018, "Replication data for: "Application of thermography for monitoring stomatal conductance of Coffea arabica under different shading systems"", https://doi.org/10.7910/DVN/R3O8LO, Harvard Dataverse, V1, UNF:6:+p1HhzLQ0XZ40uOPoCA+TA== [fileUNF] |
Citation |
|
Title: |
Replication data for: "Application of thermography for monitoring stomatal conductance of Coffea arabica under different shading systems" |
Identification Number: |
doi:10.7910/DVN/R3O8LO |
Authoring Entity: |
Craparo, A.C.W. (University of the Witwatersrand - WITS) |
Steppe, K. (Ghent University) |
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Van Asten, Piet (International Institute of Tropical Agriculture - IITA) |
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Läderach, Peter (International Center for Tropical Agriculture - CIAT) |
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Jassogne, Laurence (International Institute of Tropical Agriculture - IITA) |
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Grab, S.W. (University of the Witwatersrand - WITS) |
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Producer: |
University of the Witwatersrand |
International Institute of Tropical Agriculture |
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International Center for Tropical Agriculture |
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Date of Production: |
2017-07-28 |
Grant Number: |
Prime Agreement No. 8157483 |
Grant Number: |
Prime Agreement No. 8157483 |
Grant Number: |
D126CL10 |
Distributor: |
Harvard Dataverse |
Distributor: |
International Center for Tropical Agriculture |
Access Authority: |
CIAT Data and Research Methods |
Depositor: |
Jauregui , Maria Juliana |
Date of Deposit: |
2018-06-06 |
Holdings Information: |
https://doi.org/10.7910/DVN/R3O8LO |
Study Scope |
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Keywords: |
Agricultural Sciences, Earth and Environmental Sciences, Agroforestry, Climate change, Climate smart agriculture, Infrared thermography, Shade, Stomatal conductance, Africa, Decision and Policy Analysis - DAPA |
Topic Classification: |
Diagnostic techniques |
Abstract: |
The primary objective of the data collection was to analyse the relationship between leaf temperatures and stomatal conductance. Data were collected under both environmentally controlled (laboratory) conditions as well as field conditions. Major variables studied and produced include thermographic indices derived from temperature measurements and stomatal conductance indices derived from a leaf porometer. |
Time Period: |
2016-11-05-2016-11-18 |
Date of Collection: |
2016-11-05-2016-11-18 |
Country: |
South Africa |
Geographic Coverage: |
Kwa-Zulu Natal |
Kind of Data: |
Experimental Data |
Kind of Data: |
Observation Data |
Kind of Data: |
Phenomic Data |
Methodology and Processing |
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Sources Statement |
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Data Access |
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Disclaimer: |
Whilst utmost care has been taken by CIAT and data authors while collecting and compiling the data, the data is however offered "as is" with no express or implied warranty. In no event shall the data authors, CIAT, or relevant funding agencies be liable for any actual, incidental or consequential damages arising from use of the data. <BR/><BR/> By using the CIAT Dataverse, the user expressly acknowledges that the Data may contain some nonconformities, defects, or errors. No warranty is given that the data will meet the user's needs or expectations or that all nonconformities, defects, or errors can or will be corrected. <BR/><BR/> The user should always verify actual data; therefore the user bears all responsibility in determining whether the data is fit for the user’s intended use. The user of the data should use the related publications as a baseline for their analysis whenever possible. Doing so will be an added safeguard against misinterpretation of the data. Related publications are listed in the metadata section of the Dataverse study. |
Notes: |
<P><a rel="license" href="http://creativecommons.org/licenses/by/4.0/" target="_blank"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by/4.0/88x31.png" /></a><br /> These data and documents are licensed under a <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank"> Creative Commons Attribution 4.0 International license.</a> You may copy, distribute and transmit the data as long as you acknowledge the source through proper <a href="http://best-practices.dataverse.org/data-citation/" target="_blank">data citation</a>.</P> <Strong>Disclaimer</Strong> <P> Whilst utmost care has been taken by CIAT and data authors while collecting and compiling the data, the data is however offered "as is" with no express or implied warranty. In no event shall the data authors, CIAT, or relevant funding agencies be liable for any actual, incidental or consequential damages arising from use of the data. <BR/><BR/> By using the CIAT Dataverse, the user expressly acknowledges that the Data may contain some nonconformities, defects, or errors. No warranty is given that the data will meet the user's needs or expectations or that all nonconformities, defects, or errors can or will be corrected. <BR/><BR/> The user should always verify actual data; therefore the user bears all responsibility in determining whether the data is fit for the user’s intended use. The user of the data should use the related publications as a baseline for their analysis whenever possible. Doing so will be an added safeguard against misinterpretation of the data. Related publications are listed in the metadata section of the Dataverse study. </P> |
Other Study Description Materials |
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Related Publications |
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Citation |
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Title: |
Craparo, A.C.W.; Steppe, K.; Van Asten, P.J.A.; Läderach, Peter; Jassogne, L.T.P.; Grab, S.W.. 2017. Application of thermography for monitoring stomatal conductance of Coffea arabica under different shading systems . Science of the Total Environment 606: 755-763. |
Identification Number: |
10.1016/j.scitotenv.2017.07.158 |
Bibliographic Citation: |
Craparo, A.C.W.; Steppe, K.; Van Asten, P.J.A.; Läderach, Peter; Jassogne, L.T.P.; Grab, S.W.. 2017. Application of thermography for monitoring stomatal conductance of Coffea arabica under different shading systems . Science of the Total Environment 606: 755-763. |
Citation |
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Title: |
Maes, W.H., Baert, A., Huete, A.R., Minchin, P.E.H., Snelgar, W.P., Steppe, K., 2016. A new wet reference target method for continuous infrared thermography of vegetations. Agric. For. Meteorol. 226:119–131. |
Identification Number: |
10.1016/j.agrformet.2016.05.021 |
Bibliographic Citation: |
Maes, W.H., Baert, A., Huete, A.R., Minchin, P.E.H., Snelgar, W.P., Steppe, K., 2016. A new wet reference target method for continuous infrared thermography of vegetations. Agric. For. Meteorol. 226:119–131. |
Citation |
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Title: |
Grant, O.M., Ochagavía, H., Baluja, J., Diago, M.P., Tardáguila, J., 2016. Thermal imaging to detect spatial and temporal variation in the water status of grapevine (Vitis vinifera L.). J. Hortic. Sci. Biotechnol. 91 (1):43–54. |
Identification Number: |
10.1080/14620316. 2015.1110991 |
Bibliographic Citation: |
Grant, O.M., Ochagavía, H., Baluja, J., Diago, M.P., Tardáguila, J., 2016. Thermal imaging to detect spatial and temporal variation in the water status of grapevine (Vitis vinifera L.). J. Hortic. Sci. Biotechnol. 91 (1):43–54. |
File Description--f3173072 |
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File: 02. data.tab |
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Notes: |
UNF:6:+p1HhzLQ0XZ40uOPoCA+TA== |
CSV file containing all the primary data used for the publication |
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List of Variables: |
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Variables |
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f3173072 Location: |
Variable Format: character Notes: UNF:6:N3eOw9dhyKxzj0yhjYIocQ== |
f3173072 Location: |
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f3173072 Location: |
Summary Statistics: Mean 213.29090909090908; Max. 344.4; StDev 80.28834852636409; Min. 105.5; Valid 11.0; Variable Format: numeric Notes: UNF:6:I8SodbFnJfD+f0lTk0oEkA== |
f3173072 Location: |
Summary Statistics: StDev 300.6235967270216; Max. 1000.0; Min. 14.2; Valid 11.0; Mean 438.9090909090909 Variable Format: numeric Notes: UNF:6:ZZ5cpFNSHZ85sV7ad45jGQ== |
f3173072 Location: |
Summary Statistics: Valid 11.0; Min. 0.038; Max. 0.259; Mean 0.14200000000000002; StDev 0.07022962337931195; Variable Format: numeric Notes: UNF:6:TY0N84qosC0rx872ZpV/rQ== |
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Summary Statistics: StDev 43.70162676397963; Max. 294.9; Valid 11.0; Min. 130.9; Mean 192.72727272727272 Variable Format: numeric Notes: UNF:6:T2nBwsKRWjcZutQEkNWzGg== |
f3173072 Location: |
Summary Statistics: StDev 111.28745498196837; Mean 219.0818181818182; Min. 61.0; Valid 11.0; Max. 396.2 Variable Format: numeric Notes: UNF:6:NTlsguCIkWZ8M3AufFo9iw== |
f3173072 Location: |
Summary Statistics: Valid 11.0; StDev 1.3594176560705558; Max. 15.12; Min. 11.2; Mean 13.698181818181817 Variable Format: numeric Notes: UNF:6:lt4fNK/jNZBpBZyi+rKewQ== |
f3173072 Location: |
Summary Statistics: Mean 0.25327272727272726; Max. 0.403; StDev 0.1297675544264366; Valid 11.0; Min. 0.068 Variable Format: numeric Notes: UNF:6:d3BfOWcWLcMxOMMacWpkow== |
f3173072 Location: |
Summary Statistics: Min. 149.4; Max. 337.6; StDev 61.43618566521613; Valid 11.0; Mean 267.3909090909091 Variable Format: numeric Notes: UNF:6:0gZW0sYvUhb1LuIr9Ck6qA== |
f3173072 Location: |
Summary Statistics: StDev 80.36080229474159; Mean 167.56363636363636; Max. 297.2; Min. 54.9; Valid 11.0 Variable Format: numeric Notes: UNF:6:0dVaWunaqTt7uSQpxT8T4g== |
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Summary Statistics: StDev 1.352640515301965; Min. 23.4; Max. 28.0; Mean 26.28181818181818; Valid 11.0 Variable Format: numeric Notes: UNF:6:fdOHKX/Cez4ok9NU5kwNHg== |
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Summary Statistics: Mean 0.40090909090909094; Max. 0.811; StDev 0.21868902786626246; Valid 11.0; Min. 0.149 Variable Format: numeric Notes: UNF:6:ts+OuEZSlViuhWCXislUpA== |
f3173072 Location: |
Summary Statistics: Min. 90.8; Max. 281.2; StDev 67.46469110174999; Mean 177.83636363636364; Valid 11.0 Variable Format: numeric Notes: UNF:6:H+95FrlbsZqVtrQwpRBpYQ== |
f3173072 Location: |
Summary Statistics: Max. 543.2; Mean 287.9727272727273; Min. 105.4; StDev 150.44510687230138; Valid 11.0; Variable Format: numeric Notes: UNF:6:YUz+HQ6TeyPu2r4ABBTdiw== |
f3173072 Location: |
Summary Statistics: Valid 11.0; Min. 5.41; StDev 1.0213662863581756; Mean 6.849090909090909; Max. 8.55; Variable Format: numeric Notes: UNF:6:WfqdgCb/SCiItffGliuhjw== |
f3173072 Location: |
Summary Statistics: Max. 1.023; Valid 11.0; Mean 0.5382727272727272; StDev 0.23208149039037596; Min. 0.215 Variable Format: numeric Notes: UNF:6:+7NJ8IowaJ3X2icz6FZ1vA== |
f3173072 Location: |
Summary Statistics: Max. 372.4; Mean 247.63636363636363; Valid 11.0; StDev 71.56640654283646; Min. 161.3 Variable Format: numeric Notes: UNF:6:P62Bx2tsiuDt1dy3DWeb3A== |
f3173072 Location: |
Summary Statistics: Max. 0.403; StDev 0.08371770747849315; Min. 0.096; Valid 11.0; Mean 0.28136363636363637 Variable Format: numeric Notes: UNF:6:97RF7k5YBrBYc10bHe9gdg== |
f3173072 Location: |
Summary Statistics: Min. 47.5; StDev 86.52530791098584; Valid 11.0; Max. 274.5; Mean 168.1909090909091; Variable Format: numeric Notes: UNF:6:R8OJIOXl/9UCga+F4ptYrA== |
f3173072 Location: |
Summary Statistics: Max. 829.5; Min. 260.2; Mean 551.5636363636364; Valid 11.0; StDev 191.5971517154014 Variable Format: numeric Notes: UNF:6:TH/kSQdgSYHcefJhhAl6Rg== |
f3173072 Location: |
Summary Statistics: Mean 313.24545454545455; Max. 400.3; StDev 90.4006677368742; Valid 11.0; Min. 83.0 Variable Format: numeric Notes: UNF:6:TANg7b/QqFWHf+FioTyWag== |
f3173072 Location: |
Summary Statistics: Min. 26.3; Mean 28.227272727272727; StDev 1.4311470288484751; Max. 30.5; Valid 11.0 Variable Format: numeric Notes: UNF:6:ZOoprBDHuc6jvnCvDyBMxw== |
f3173072 Location: |
Summary Statistics: Mean 11.267272727272728; Valid 11.0; Max. 13.43; Min. 9.62; StDev 1.2564321781066492 Variable Format: numeric Notes: UNF:6:yaYq7MWcwr++bdG3YLNFmw== |
f3173072 Location: |
Summary Statistics: StDev 0.24133324125228447; Max. 0.76; Min. 0.0; Mean 0.1708; Valid 10.0; Variable Format: numeric Notes: UNF:6:RAZtBIFpRyiRakzBNo85Aw== |
f3173072 Location: |
Summary Statistics: Min. 48.0; Valid 10.0; Max. 228.0; StDev 63.165181161072525; Mean 112.83; Variable Format: numeric Notes: UNF:6:71zu6rJfrOttJgrZShdmeA== |
f3173072 Location: |
Summary Statistics: StDev 447.0301714446332; Mean 196.9727272727273; Max. 1504.4; Min. 0.0; Valid 11.0 Variable Format: numeric Notes: UNF:6:kMCQLZ5UauvW2Z2foXRAdQ== |
f3173072 Location: |
Summary Statistics: Max. 148.2; StDev 49.0282794091143; Valid 11.0; Min. 0.0; Mean 29.127272727272732 Variable Format: numeric Notes: UNF:6:tjOIDyksGpa3/004LIKrQw== |
f3173072 Location: |
Summary Statistics: Max. 508.4; StDev 151.8079696075395; Min. 48.7; Valid 11.0; Mean 241.78181818181818; Variable Format: numeric Notes: UNF:6:f0d5if5sFHdvplsTMQu+0Q== |
f3173072 Location: |
Summary Statistics: Max. 11.6; StDev 3.820304604704613; Valid 11.0; Min. 1.1; Mean 5.3545454545454545 Variable Format: numeric Notes: UNF:6:Nln0TlTWAVXWxD/RUpnH1w== |
f3173072 Location: |
Summary Statistics: StDev 1.6640875195515623; Min. 17.57; Mean 21.205454545454547; Valid 11.0; Max. 23.33 Variable Format: numeric Notes: UNF:6:yJQ3GdB39KGhSI4fHEjOhg== |
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Summary Statistics: Min. 0.0; StDev 0.0073333333333333315; Mean 0.0024444444444444444; Max. 0.022; Valid 9.0 Variable Format: numeric Notes: UNF:6:JoqYDRFgxv4qhliB2/w/Cg== |
f3173072 Location: |
Summary Statistics: Valid 7.0; Mean 63.714285714285715; StDev 18.445544048308665; Min. 44.0; Max. 88.0; Variable Format: numeric Notes: UNF:6:qmAMAIocy567CrOSyvfYZg== |
f3173072 Location: |
Summary Statistics: Valid 9.0; Mean 0.6044444444444445; StDev 1.8133333333333332; Max. 5.44; Min. 0.0; Variable Format: numeric Notes: UNF:6:o805kzwF8TRRiU5MGAw0xQ== |
f3173072 Location: |
Summary Statistics: Mean 84.25454545454545; Max. 421.5; Min. 0.0; StDev 147.46165849898992; Valid 11.0 Variable Format: numeric Notes: UNF:6:v7tFZPg+tI9XSR5fIUg1YA== |
f3173072 Location: |
Variable Format: character Notes: UNF:6:m47T81A/Y72Dhzc7R2KXgQ== |
f3173072 Location: |
Summary Statistics: Valid 8.0; Mean 0.13274999999999998; Max. 0.444; Min. 0.0; StDev 0.17771224734706062 Variable Format: numeric Notes: UNF:6:AGbVU6AvwH8QyouaiPEqqg== |
f3173072 Location: |
Summary Statistics: Valid 8.0; Min. 34.0; Mean 110.0; StDev 75.27663268618907; Max. 240.0; Variable Format: numeric Notes: UNF:6:z59sIMYBFc1kKIU3UsgrQQ== |
f3173072 Location: |
Summary Statistics: Max. 1.0; StDev 0.3844818405520419; Valid 8.0; Min. 0.0; Mean 0.3115 Variable Format: numeric Notes: UNF:6:dYLtRz89coLMKhRsPuQyMA== |
f3173072 Location: |
Summary Statistics: Valid 8.0; Max. 242.0; StDev 72.03768854862413; Mean 118.5; Min. 42.0 Variable Format: numeric Notes: UNF:6:wjvCNVfUkRvxMUqZdRAF8A== |
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Summary Statistics: Valid 11.0; Min. 0.091; StDev 0.11847193760549374; Mean 0.226; Max. 0.453 Variable Format: numeric Notes: UNF:6:4qcIZ8PreeCAWaace9FDJA== |
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Summary Statistics: Max. 301.6; Min. 150.8; Mean 210.3090909090909; Valid 11.0; StDev 54.83242570861616 Variable Format: numeric Notes: UNF:6:IVb4SVgbToD/31RF7tKCuQ== |
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Variable Format: character Notes: UNF:6:efa/NDqqxN0vkL+bci4i7g== |
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Variable Format: character Notes: UNF:6:rsw27yig4nhncQP6LMZX3Q== |
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f3173072 Location: |
Summary Statistics: StDev 50.353757646186736; Min. 84.1; Valid 11.0; Mean 156.4909090909091; Max. 271.0 Variable Format: numeric Notes: UNF:6:OqNXdfOQWxU9uHo0yXmrzg== |
f3173072 Location: |
Summary Statistics: Valid 11.0; StDev 160.92539321629195; Min. 0.0; Max. 495.1; Mean 239.52727272727273 Variable Format: numeric Notes: UNF:6:qIYnNbZFe1k31/3qBR9nhA== |
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Summary Statistics: Valid 11.0; Min. 96.6; Max. 231.8; StDev 41.53807453847177; Mean 147.1818181818182 Variable Format: numeric Notes: UNF:6:4iMFK/GsHTi1UMIdB1U2wQ== |
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Summary Statistics: Max. 527.7; StDev 182.97535800310283; Valid 11.0; Mean 172.3818181818182; Min. 0.0 Variable Format: numeric Notes: UNF:6:9JAdtn3VygBcRQrD1O5p1w== |
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Summary Statistics: Valid 11.0; Mean 639.5363636363636; Min. 264.0; StDev 294.7163560874329; Max. 975.5; Variable Format: numeric Notes: UNF:6:oa/0sKD/9ckwLh8elpDHfQ== |
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Summary Statistics: Min. 0.0; Valid 11.0; StDev 0.07936154324012698; Max. 0.235; Mean 0.13536363636363635; Variable Format: numeric Notes: UNF:6:q5kCRUj2OUAR+Rsus25KQQ== |
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Summary Statistics: Min. 264.0; Max. 975.5; Mean 639.5363636363636; Valid 11.0; StDev 294.7163560874329; Variable Format: numeric Notes: UNF:6:oa/0sKD/9ckwLh8elpDHfQ== |
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Summary Statistics: Min. 78.2; Valid 11.0; Mean 135.38181818181818; StDev 36.85264761674033; Max. 177.5 Variable Format: numeric Notes: UNF:6:CDCsm6oTmQfvKcfLofEhyA== |
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Variable Format: character Notes: UNF:6:HU2StvogDgpRj1wrLogjqw== |
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Summary Statistics: Valid 11.0; Max. 1.25; Mean 0.756909090909091; Min. 0.091; StDev 0.36103973591433247 Variable Format: numeric Notes: UNF:6:OudgNk11BX2jRlIEEGIbdQ== |
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Summary Statistics: Mean 163.62727272727273; Max. 223.9; Min. 55.6; StDev 56.87679827326941; Valid 11.0 Variable Format: numeric Notes: UNF:6:lYiYj4m8hN2RVjv3GRCdDQ== |
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Summary Statistics: Valid 11.0; Min. 0.031; StDev 0.07661568792593092; Mean 0.13218181818181818; Max. 0.292; Variable Format: numeric Notes: UNF:6:ewSE8njWpMZgrePQfLgOyg== |
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Summary Statistics: StDev 35.26893301992047; Mean 74.48181818181818; Min. 31.2; Valid 11.0; Max. 141.7 Variable Format: numeric Notes: UNF:6:hqnBrNkVQ7RHyuscMuzkMw== |
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Summary Statistics: Min. 684.5; Mean 866.8545454545455; Valid 11.0; StDev 93.98762007452218; Max. 982.3 Variable Format: numeric Notes: UNF:6:n1MczUWUhTBAsEKhgkUY9Q== |
Label: |
01. Total_script.docx |
Text: |
R code in word output format used for importing and analysing the data as well as producing graphic outputs for the publication (including the variables description) |
Notes: |
application/vnd.openxmlformats-officedocument.wordprocessingml.document |