Replication Data for: Opportunities for sustainable intensification of coffee agro-ecosystems along an altitudinal gradient on Mt. Elgon, Uganda (doi:10.7910/DVN/VUAID3)

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Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
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Replication Data for: Opportunities for sustainable intensification of coffee agro-ecosystems along an altitudinal gradient on Mt. Elgon, Uganda

doi:10.7910/DVN/VUAID3

Harvard Dataverse

2018-06-07

1

Rahn, Eric; Liebig, Theresa; Ghazoul, Jaboury; Van Asten, Piet; Läderach, Peter; Vaast, Philippe; Sarmiento, Alejandra; Garcia, Claude; Jassogne, Laurence, 2018, "Replication Data for: Opportunities for sustainable intensification of coffee agro-ecosystems along an altitudinal gradient on Mt. Elgon, Uganda", https://doi.org/10.7910/DVN/VUAID3, Harvard Dataverse, V1, UNF:6:hykqMusk+2qOwvV4wMkTKA== [fileUNF]

Replication Data for: Opportunities for sustainable intensification of coffee agro-ecosystems along an altitudinal gradient on Mt. Elgon, Uganda

doi:10.7910/DVN/VUAID3

Rahn, Eric (International Center for Tropical Agriculture - CIAT)

Liebig, Theresa (International Center for Tropical Agriculture - CIAT)

Ghazoul, Jaboury (Swiss Federal Institute of Technology - ETH)

Van Asten, Piet (International Institute of Tropical Agriculture - IITA)

Läderach, Peter (International Center for Tropical Agriculture - CIAT)

Vaast, Philippe (Centre de coopération internationale en recherche agronomique pour le développement - CIRAD)

Sarmiento, Alejandra (International Institute of Tropical Agriculture - IITA)

Garcia, Claude (Centre de coopération internationale en recherche agronomique pour le développement - CIRAD)

Jassogne, Laurence (International Institute of Tropical Agriculture - IITA)

International Center for Tropical Agriculture

International Institute of Tropical Agriculture

2018-05

12.1433.7-001.00

Harvard Dataverse

International Center for Tropical Agriculture

CIAT Data and Research Methods

Bejarano Lozano, Yesica

2018-06-06

https://doi.org/10.7910/DVN/VUAID3

Agricultural Sciences, Earth and Environmental Sciences, Coffee systems, Vegetation structure, Household characteristics, Smallholders, Households, Coffea, Africa, Decision and Policy Analysis - DAPA

Coffee smallholder farming

During the months of April and May 2014, vegetation structure was measured on the 150 selected plots. The altitude and plot boundary coordinates were recorded using Garmin eTrex GPS. Plot size was calculated based on plot boundary coordinates in R Statistics (R Core Team, 2014) using the sp package (Pebesma and Bivand 2005). The number of coffee trees, banana mats and stems, and shade trees were counted on the entire plot and densities (in number per ha) were calculated. Shade tree species were identified and the number of species per plot recorded. The canopy closure as an indicator for average plot- level shade was estimated using a Forestry Suppliers spherical crown densiometer (convex model A) according to Lemmon (1957) at four positions within the plot. Coffee yields were obtained through farmer recall per plot of the various harvests of the year and provided as coffee cherries or parchment, which was then converted into green been. The cumulative annual production was divided by the plot size and number of coffee trees to obtain green bean yield per hectare and green bean yield per coffee tree, respectively. The recall data was obtained using triangulation questions by an experienced local team, which proved to be successful in previous studies (Van Asten et al., 2011a; Wang et al., 2015). This allows a wide coverage of yield data. Data on age of the coffee trees, coffee management, and livelihood characteristics were obtained through structured farmer interviews during farm visits.

2013-04-01-2014-05-30

2014-04-01-2014-05-30

Uganda

Mt. Elgon, Bulambuli, Sironko, Kapchorwa

Survey Data

Experimental Data

Phenomic Data

Socio-economic Data

Coffee plot vegetation structure and soil measurements

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><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>

Rahn, Eric, Liebig, Theresa, Ghazoul, Jaboury, Asten, Piet Van, Läderach, Peter, Vaast, Philippe, Sarmiento, Alejandra, Garcia, Claude, Jassogne, Laurence (2018). Opportunities for sustainable intensification of coffee agro-ecosystems along an altitudinal gradient on Mt. Elgon, Uganda. Agriculture, Ecosystems and Environment, 263: 31–40 p..

10.1016/j.agee.2018.04.019

Rahn, Eric, Liebig, Theresa, Ghazoul, Jaboury, Asten, Piet Van, Läderach, Peter, Vaast, Philippe, Sarmiento, Alejandra, Garcia, Claude, Jassogne, Laurence (2018). Opportunities for sustainable intensification of coffee agro-ecosystems along an altitudinal gradient on Mt. Elgon, Uganda. Agriculture, Ecosystems and Environment, 263: 31–40 p..

Liebig, Theresa; Jassogne, Laurence; Rahn, Eric; Läderach, Peter; Poehling, Hans-Michael; Kucel, Patrick; Van Asten, Piet; Avelino, Jacques. 2016. Towards a collaborative research: a case study on linking science to farmers’ perceptions and knowledge on Arabica coffee pests and diseases and its management . PloS One 11(8):e0159392. Permanent link to cite or share this item:

10.1371/journal.pone.0159392

Liebig, Theresa; Jassogne, Laurence; Rahn, Eric; Läderach, Peter; Poehling, Hans-Michael; Kucel, Patrick; Van Asten, Piet; Avelino, Jacques. 2016. Towards a collaborative research: a case study on linking science to farmers’ perceptions and knowledge on Arabica coffee pests and diseases and its management . PloS One 11(8):e0159392. Permanent link to cite or share this item:

• Number of cases: 146

• No. of variables per record: 128

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

UNF:6:hykqMusk+2qOwvV4wMkTKA==

Descriptive variables characterizing coffee systems

• ID - ID
• Subcounty - Subcounty
• Subcounty_No - Subcounty_No
• CoffeeSystem_code - CoffeeSystem_code
• CoffeeSystem - CoffeeSystem
• Alt - Alt
• Distance_HomePlot - Distance_HomePlot
• Slope - Slope
• Aspect - Aspect
• CoffeeVariety - CoffeeVariety
• Coffeeage - Coffeeage
• No_CT - No_CT
• No_Banana_stems - No_Banana_stems
• No_shadetrees - No_shadetrees
• NoSTS - NoSTS
• CanClos - CanClos
• PlotArea_m2 - PlotArea_m2
• PlotArea_ha - PlotArea_ha
• CoffeeYield_kg - CoffeeYield_kg
• TotalFamLabor - TotalFamLabor
• TotalHiredLabor - TotalHiredLabor
• Hired_OverTotal - Hired_OverTotal
• Mulch_Yes_No - Mulch_Yes_No
• Manure_Yes_No - Manure_Yes_No
• MinFert_Yes_No - MinFert_Yes_No
• FoliarFert_Yes_No - FoliarFert_Yes_No
• Herbicide_YesNo - Herbicide_YesNo
• Insecticide_YesNo - Insecticide_YesNo
• Fungicide_YesNo - Fungicide_YesNo
• Organic_Conventional - Organic_Conventional
• HHWithoutEnoughFood - HHWithoutEnoughFood
• OftenOfMechanicalWeeding - OftenOfMechanicalWeeding
• PruneFreqOfShadeTress - PruneFreqOfShadeTress
• PrunedLastYear - PrunedLastYear
• FreqOfPruning - FreqOfPruning
• Weeding_YesNo - Weeding_YesNo
• FreqOfDesuckering - FreqOfDesuckering
• FreqOfStumping - FreqOfStumping
• MinFertilizerPlot_kg - MinFertilizerPlot_kg
• FoliarFertilizerPlot_liters - FoliarFertilizerPlot_liters
• HerbicidesPlot_liters - HerbicidesPlot_liters
• InsecticidesPlot_liters - InsecticidesPlot_liters
• FungicidesPlot_kg - FungicidesPlot_kg
• PlotsOwnedTotal - PlotsOwnedTotal
• RespondentAge - RespondentAge
• RespondentSex - RespondentSex
• RespondentMaritalStatus - RespondentMaritalStatus
• RespondentHighestEducLevel - RespondentHighestEducLevel
• RespondentPrimaryOccupation - RespondentPrimaryOccupation
• NetIncomeFrmEmployment - NetIncomeFrmEmployment
• HHNoPeople - HHNoPeople
• HHNoPeopleAbove16 - HHNoPeopleAbove16
• MemberOfFramerCOOP - MemberOfFramerCOOP
• PlotOfInterestCertification - PlotOfInterestCertification
• OftenMetExtOfficer - OftenMetExtOfficer
• ThougtOfChangingFrmCoffee - ThougtOfChangingFrmCoffee
• ShadeTreeInfluenceOnPD - ShadeTreeInfluenceOnPD
• NoOfCurrentCattle - NoOfCurrentCattle
• NoOfCurrentGoatStock - NoOfCurrentGoatStock
• NoOfCurrentSheepStock - NoOfCurrentSheepStock
• NoOfCurrentPigs - NoOfCurrentPigs
• NoOfCurrentChicken - NoOfCurrentChicken
• HaveBananaPlantations - HaveBananaPlantations
• NoBananaBunchesAtPeak - NoBananaBunchesAtPeak
• NoOfBananaBunchesNotAtPeak - NoOfBananaBunchesNotAtPeak
• NoOfBananaBuncheConsumption - NoOfBananaBuncheConsumption
• AnyWhereToBorroeMoney - AnyWhereToBorroeMoney
• pH  - pH
• OM - OM
• N - N
• P - P
• K - K
• NoCoffeePlots - NoCoffeePlots
• YearConvertedCoffeePlot - YearConvertedCoffeePlot
• PrevLUplot - PrevLUplot
• IsErosionProblem - IsErosionProblem
• TrainedInErosionMgt - TrainedInErosionMgt
• WSCB - WSCB
• CBB - CBB
• AB - AB
• CBM - CBM
• RMB - RMB
• CBD - CBD
• CLM - CLM
• GS - GS
• CLR - CLR
• Verticilium - Verticilium
• Cordia - Cordia
• Albizia - Albizia
• Eucalyptus - Eucalyptus
• Grevillea - Grevillea
• Ficus - Ficus
• Ficus_sur - Ficus_sur
• Ficus_nantalensi - Ficus_nantalensi
• Ficus_branchpoda - Ficus_branchpoda
• Ficus_sycomorus - Ficus_sycomorus
• Ficus_mucosa - Ficus_mucosa
• Ficus_glumosa - Ficus_glumosa
• Avocado - Avocado
• Mvule - Mvule
• Jackfruit - Jackfruit
• Mango - Mango
• Supathodia - Supathodia
• Markhamia - Markhamia
• Mukoge - Mukoge
• Acacia - Acacia
• Guava - Guava
• Sessbania_sesban - Sessbania_sesban
• Kifanasi - Kifanasi
• Casuarina - Casuarina
• Milia - Milia
• Erithrina - Erithrina
• Jackranda - Jackranda
• Kitodwani - Kitodwani
• Kikameli - Kikameli
• Citrus - Citrus
• Neem - Neem
• Papaya - Papaya
• Terminalia - Terminalia
• Caliandra - Caliandra
• Guyiyi - Guyiyi
• Musizi - Musizi
• Musasa - Musasa
• Gufudu - Gufudu
• Kifudu - Kifudu
• Morucana - Morucana
• Guvodye - Guvodye
• Prunus - Prunus

f3174094 Location:

Summary Statistics: Valid 146.0; Max. 150.0; Min. 1.0; StDev 43.678289363690844; Mean 75.14383561643828;

Variable Format: numeric

Notes: UNF:6:9WCtrH8QniqSyZhAPJ9RhQ==

f3174094 Location:

Variable Format: character

Notes: UNF:6:8VkV01rVnBiX/BWFWfk2cw==

f3174094 Location:

Summary Statistics: Mean 3.678082191780824; StDev 2.0271771829637775; Max. 9.0; Min. 1.0; Valid 146.0;

Variable Format: numeric

Notes: UNF:6:ktTz81PAzWQJNBZp/jJNfA==

f3174094 Location:

Summary Statistics: Min. 1.0; Max. 3.0; Valid 146.0; StDev 0.7964256475014543; Mean 2.013698630136987;

Variable Format: numeric

Notes: UNF:6:nkihIYYW4rP93XDM8Q13HQ==

f3174094 Location:

Variable Format: character

Notes: UNF:6:CVXndzacy1N5CfkGRO7ZwQ==

f3174094 Location:

Summary Statistics: StDev 338.72115435300935; Min. 1040.0; Mean 1536.602739726028; Valid 146.0; Max. 2211.0

Variable Format: numeric

Notes: UNF:6:eulLeQ4V4uIxvweLk1UR7w==

f3174094 Location:

Summary Statistics: Min. 6.08; StDev 194.8064569735143; Mean 102.50676258992806; Valid 139.0; Max. 1376.24;

Variable Format: numeric

Notes: UNF:6:aGfzKhs+ffFNpoNCAVrFaw==

f3174094 Location:

Summary Statistics: Min. 0.0; Mean 15.445205479452053; StDev 11.261794321368036; Max. 52.0; Valid 146.0

Variable Format: numeric

Notes: UNF:6:6RXyxP/f6rStIVjWPb9Yrg==

f3174094 Location:

Summary Statistics: Mean 227.89361702127658; StDev 103.41916803044504; Min. 3.0; Valid 141.0; Max. 364.0

Variable Format: numeric

Notes: UNF:6:0J8ok7ubv4PtCi7EmQXL9A==

f3174094 Location:

Variable Format: character

Notes: UNF:6:w/FcNNtGI3F8Hzf5gc/BGw==

f3174094 Location:

Summary Statistics: Max. 3.0; StDev 0.8189997009498111; Min. 1.0; Valid 146.0; Mean 2.136986301369863

Variable Format: numeric

Notes: UNF:6:/G9iuFSRtHMkObfq4YnFSg==

f3174094 Location:

Summary Statistics: Valid 146.0; Min. 46.0; StDev 446.41917068663435; Mean 281.0821917808219; Max. 5000.0

Variable Format: numeric

Notes: UNF:6:+T1rH3yJ928Cbcr5jgSoAg==

f3174094 Location:

Summary Statistics: Mean 68.30821917808215; Max. 578.0; Min. 0.0; Valid 146.0; StDev 113.9583447834003;

Variable Format: numeric

Notes: UNF:6:lbCREGpKQQmPzO59jhpRjg==

f3174094 Location:

Summary Statistics: StDev 8.687437109602676; Min. 0.0; Valid 146.0; Max. 60.0; Mean 8.842465753424662;

Variable Format: numeric

Notes: UNF:6:2LbifUyfjROLTJuaLz387w==

f3174094 Location:

Summary Statistics: Max. 15.0; Valid 146.0; StDev 2.4950020896768272; Min. 0.0; Mean 3.8082191780821915

Variable Format: numeric

Notes: UNF:6:bpXlVeoVjCCHoAtLGurJYQ==

f3174094 Location:

Summary Statistics: Max. 83.2; StDev 15.964999109930014; Min. 0.0; Valid 146.0; Mean 31.852739726027398

Variable Format: numeric

Notes: UNF:6:VKDgm9F5LDlj73tYY8qKQg==

f3174094 Location:

Summary Statistics: Min. 118.19; Valid 146.0; StDev 1730.3317813254612; Max. 15528.35; Mean 1421.0007534246577;

Variable Format: numeric

Notes: UNF:6:qG+S3gXhwie3N0Z6umgAiw==

f3174094 Location:

Summary Statistics: Min. 0.01; Valid 146.0; StDev 0.1728345475358379; Mean 0.14232876712328768; Max. 1.55;

Variable Format: numeric

Notes: UNF:6:RBFygBU6wPIKedeCbUHA1Q==

f3174094 Location:

Summary Statistics: Mean 161.16096865752138; StDev 291.08093388649; Max. 2290.0; Min. 0.0; Valid 117.0

Variable Format: numeric

Notes: UNF:6:uQg45/SP5hzs3NawvIHtFQ==

f3174094 Location:

Summary Statistics: Valid 146.0; Mean 129.52739726027397; StDev 156.41779576001062; Max. 956.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:6GT5fkOPPPSQkG4XPcuwvw==

f3174094 Location:

Summary Statistics: Max. 1005.0; Mean 86.85616438356162; StDev 111.73879576485373; Valid 146.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:BxLuKEB3FkcFb6ImPctUjQ==

f3174094 Location:

Summary Statistics: StDev 0.2936846864496995; Valid 146.0; Min. 0.0; Mean 0.4239343285068493; Max. 1.0

Variable Format: numeric

Notes: UNF:6:y06eo10xjRcE+1xsK6Gzlw==

f3174094 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.4974070698165119; Mean 0.4344827586206896; Valid 145.0;

Variable Format: numeric

Notes: UNF:6:+4LEZ2iO1v/5sQdV0WggUA==

f3174094 Location:

Summary Statistics: Valid 142.0; Max. 1.0; StDev 0.48145095853262243; Min. 0.0; Mean 0.6408450704225352

Variable Format: numeric

Notes: UNF:6:KsVDDc9au5PhBEO4oNVSag==

f3174094 Location:

Summary Statistics: Mean 0.363013698630137; Valid 146.0; Min. 0.0; Max. 1.0; StDev 0.4825240674547982

Variable Format: numeric

Notes: UNF:6:jzeUv9zVX/Iqs4LuEG3c9g==

f3174094 Location:

Summary Statistics: StDev 0.45832027149621957; Mean 0.29655172413793107; Valid 145.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:rjBETL5n/UOsr7P0iAG2WA==

f3174094 Location:

Summary Statistics: Max. 1.0; StDev 0.33388227698939593; Min. 0.0; Valid 142.0; Mean 0.1267605633802817

Variable Format: numeric

Notes: UNF:6:voy7eLU4/6DLWYPd7IeRBQ==

f3174094 Location:

Summary Statistics: Mean 0.5338345864661654; Max. 1.0; Valid 133.0; StDev 0.5007399400712835; Min. 0.0

Variable Format: numeric

Notes: UNF:6:JrXxXQm8F7AXMAeR4RLDOw==

f3174094 Location:

Summary Statistics: Mean 0.2836879432624113; StDev 0.45239428338487114; Min. 0.0; Max. 1.0; Valid 141.0

Variable Format: numeric

Notes: UNF:6:dD598IGM7A6R8bl4clff0g==

f3174094 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.4713822526920658; Valid 146.0; Mean 0.3287671232876713;

Variable Format: numeric

Notes: UNF:6:I+tQZ/0gKDPQA9VWzA03FQ==

f3174094 Location:

Summary Statistics: Mean 0.4000000000000001; StDev 0.4915960401250872; Valid 145.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:BZw8hDj7ovIhMwhQ0CozbQ==

f3174094 Location:

Summary Statistics: Valid 145.0; StDev 1.0789256043722928; Max. 8.0; Mean 2.6344827586206896; Min. 0.0

Variable Format: numeric

Notes: UNF:6:77aZJld22FYOPGAopRp9gg==

f3174094 Location:

Summary Statistics: Max. 3.0; Mean 0.8142857142857144; Min. 0.0; Valid 140.0; StDev 0.695160188420075

Variable Format: numeric

Notes: UNF:6:K/uA6wr9AK2wT/VLF6QfNA==

f3174094 Location:

Summary Statistics: Min. 0.0; Valid 144.0; Mean 0.9097222222222222; StDev 0.2875795893348832; Max. 1.0

Variable Format: numeric

Notes: UNF:6:3jfLz7FnqhVwmQXM9J/9jg==

f3174094 Location:

Summary Statistics: Max. 3.0; Valid 142.0; Min. 0.0; Mean 1.0774647887323945; StDev 0.5467368532435285;

Variable Format: numeric

Notes: UNF:6:X4BNQ71YAT+1m6ExodIB1Q==

f3174094 Location:

Summary Statistics: Max. 1.0; StDev 0.1643517394275874; Mean 0.9724137931034482; Valid 145.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:RkZwKjdUPn+G1rZDY6S4Ug==

f3174094 Location:

Summary Statistics: Mean 2.1571428571428566; Max. 12.0; Min. 0.0; StDev 2.798435916108733; Valid 140.0;

Variable Format: numeric

Notes: UNF:6:3OWd7+Kjf3/V8U5svYUx0w==

f3174094 Location:

Summary Statistics: StDev 0.5868983668078647; Mean 0.4383561643835616; Max. 4.0; Valid 146.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:gCBEWjHwW7WQzTh3BJFDdw==

f3174094 Location:

Summary Statistics: Valid 134.0; Mean 30.945895522388064; StDev 84.02142562602455; Max. 600.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:bdglR78jeH4WacYJMS1LRg==

f3174094 Location:

Summary Statistics: StDev 1.1298921586829986; Min. 0.0; Mean 0.4266423357664232; Max. 8.0; Valid 137.0

Variable Format: numeric

Notes: UNF:6:DANcgqRem66XXGgVxCMWOg==

f3174094 Location:

Summary Statistics: Max. 3.0; StDev 0.45525228707895593; Mean 0.13556338028169018; Valid 142.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:r4ee/Ut8pX/F1XTrb6+T8w==

f3174094 Location:

Summary Statistics: StDev 1.2497099802346643; Min. 0.0; Max. 9.0; Valid 132.0; Mean 0.5888636363636361

Variable Format: numeric

Notes: UNF:6:vZCoDu2AfjxknqGiuPRT3A==

f3174094 Location:

Summary Statistics: Min. 0.0; Mean 0.41546762589928066; StDev 1.0208665138801034; Valid 139.0; Max. 6.0

Variable Format: numeric

Notes: UNF:6:61tFSLOaLlWow6PG9qOYrg==

f3174094 Location:

Summary Statistics: Mean 3.796551724137931; Min. 0.0; Max. 20.0; Valid 145.0; StDev 2.9640476218505167;

Variable Format: numeric

Notes: UNF:6:xIt6bXEVq9VtcwWcYnvLOg==

f3174094 Location:

Summary Statistics: Min. 19.0; Mean 46.19310344827586; StDev 14.539360634595843; Valid 145.0; Max. 91.0;

Variable Format: numeric

Notes: UNF:6:t4QcfIS9R/8mMFPbthGvAA==

f3174094 Location:

Summary Statistics: Max. 2.0; Mean 1.1724137931034482; StDev 0.37904902178945155; Valid 145.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:mTZEaKFR/X4gLp6MTtg4Yw==

f3174094 Location:

Summary Statistics: Valid 146.0; Max. 6.0; StDev 0.6701687264193794; Mean 2.2465753424657535; Min. 1.0

Variable Format: numeric

Notes: UNF:6:LWfHcF4KzZ/UhKsGK78GbQ==

f3174094 Location:

Summary Statistics: Min. 1.0; StDev 3.324413352447471; Valid 146.0; Max. 17.0; Mean 8.5

Variable Format: numeric

Notes: UNF:6:sKVazo6Mm2UvhtIdFqdOTg==

f3174094 Location:

Summary Statistics: Mean 1.0839160839160837; StDev 0.6553840235011921; Max. 7.0; Min. 1.0; Valid 143.0

Variable Format: numeric

Notes: UNF:6:OxPkrRf5tngxrjVPFt6u9g==

f3174094 Location:

Summary Statistics: Valid 53.0; Min. 0.0; StDev 6236019.562628568; Max. 4.5E7; Mean 1631509.4339622646

Variable Format: numeric

Notes: UNF:6:oQiJJ5rT3EUY/z6hpRoDDw==

f3174094 Location:

Summary Statistics: Valid 146.0; Max. 28.0; Min. 2.0; StDev 3.901848453101215; Mean 8.226027397260275

Variable Format: numeric

Notes: UNF:6:lsio2UkUdwxllRuWui7w9Q==

f3174094 Location:

Summary Statistics: Max. 16.0; Valid 145.0; Mean 4.468965517241379; StDev 2.552382254368219; Min. 2.0

Variable Format: numeric

Notes: UNF:6:9d1MXKqlki6ZjCnL1UYLCQ==

f3174094 Location:

Summary Statistics: Mean 0.38356164383561653; StDev 0.48792698680201374; Max. 1.0; Min. 0.0; Valid 146.0;

Variable Format: numeric

Notes: UNF:6:V4qU+NmyhFuF6piTG43IAQ==

f3174094 Location:

Summary Statistics: Mean 4.2534246575342465; Min. 1.0; StDev 3.427699829604485; Max. 45.0; Valid 146.0

Variable Format: numeric

Notes: UNF:6:oNSjd4YD1hU7NeRejiykXg==

f3174094 Location:

Summary Statistics: Min. 0.0; StDev 1.3296377356018838; Mean 0.9920634920634921; Max. 8.0; Valid 126.0;

Variable Format: numeric

Notes: UNF:6:hx9rjGprmZG/UfBx5mORgA==

f3174094 Location:

Summary Statistics: Max. 1.0; StDev 0.3531467735632893; Mean 0.1448275862068965; Valid 145.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:ZjL4fzPHgukf5cXqef6NGg==

f3174094 Location:

Summary Statistics: Valid 144.0; StDev 0.44594129250792197; Min. 0.0; Mean 0.2708333333333333; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:rgs/qEr0zS5UAqm/gJp4cw==

f3174094 Location:

Summary Statistics: Mean 1.4931506849315066; Max. 12.0; Min. 0.0; Valid 146.0; StDev 1.64943700046918

Variable Format: numeric

Notes: UNF:6:PlegWjIMnxSOAmBEsOM2TQ==

f3174094 Location:

Summary Statistics: Min. 0.0; Max. 24.0; Valid 146.0; StDev 2.9623363987003066; Mean 1.5205479452054798;

Variable Format: numeric

Notes: UNF:6:6e6s/txE6iS7LxgCkIREZg==

f3174094 Location:

Summary Statistics: Min. 0.0; Valid 146.0; StDev 0.7780648936583028; Mean 0.12328767123287668; Max. 8.0

Variable Format: numeric

Notes: UNF:6:5i7Eru4I7Km0qWK/2nwzSQ==

f3174094 Location:

Summary Statistics: Min. 0.0; Valid 146.0; Mean 0.16438356164383575; StDev 0.9827996411397733; Max. 10.0

Variable Format: numeric

Notes: UNF:6:3oMuxAk5z/CJGHb/rJI62g==

f3174094 Location:

Summary Statistics: Max. 50.0; StDev 7.859335497601809; Min. 0.0; Valid 146.0; Mean 5.1301369863013715;

Variable Format: numeric

Notes: UNF:6:9taWFItr7299SGGlJy5BHg==

f3174094 Location:

Summary Statistics: Valid 146.0; Max. 1.0; Mean 0.952054794520548; Min. 0.0; StDev 0.21438578764081181

Variable Format: numeric

Notes: UNF:6:dhFy8vMN+LXuXVOyUTPd1g==

f3174094 Location:

Summary Statistics: Mean 172.29357798165137; Valid 109.0; Max. 1200.0; StDev 235.14831028256646; Min. 0.0

Variable Format: numeric

Notes: UNF:6:45ZrwQfnTN5NKkm4zQR/Uw==

f3174094 Location:

Summary Statistics: Valid 108.0; StDev 73.97618029441563; Min. 0.0; Mean 51.46296296296298; Max. 480.0

Variable Format: numeric

Notes: UNF:6:0/9g1ih3JgJUxYHeix1eWg==

f3174094 Location:

Summary Statistics: Valid 134.0; Max. 240.0; Min. 0.0; StDev 23.801940587174986; Mean 7.64179104477612

Variable Format: numeric

Notes: UNF:6:TcS3d+TiOemnWAQZK7Mjmw==

f3174094 Location:

Summary Statistics: StDev 0.49971256105701445; Valid 145.0; Mean 0.5448275862068966; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:FjpiEhVzMMdnQQklNGU5mQ==

f3174094 Location:

Summary Statistics: Min. 4.9; Valid 146.0; Max. 7.9; StDev 0.6457652467398846; Mean 6.284931506849316;

Variable Format: numeric

Notes: UNF:6:7/Tcm4YrR9gnYEm55Vl+5Q==

f3174094 Location:

Summary Statistics: Min. 3.83; Valid 146.0; Mean 6.58486301369863; Max. 11.56; StDev 1.7811159757400339

Variable Format: numeric

Notes: UNF:6:/X+Cvc7HjdtPMgIQ1Y8jQw==

f3174094 Location:

Summary Statistics: StDev 0.06268217662850505; Max. 0.47; Valid 146.0; Mean 0.27308219178082194; Min. 0.16;

Variable Format: numeric

Notes: UNF:6:KPFlMKawLJZZEDpRTBP7Jw==

f3174094 Location:

Summary Statistics: Max. 278.8; Mean 46.83643835616438; Valid 146.0; Min. 0.54; StDev 55.27373301144326;

Variable Format: numeric

Notes: UNF:6:w924DGEcybITbExnOk1IuQ==

f3174094 Location:

Summary Statistics: Mean 1.5457534246575342; StDev 0.7902176353354101; Max. 3.59; Min. 0.03; Valid 146.0;

Variable Format: numeric

Notes: UNF:6:r9Djxy2AoPiDt6lS9oMPKw==

f3174094 Location:

Summary Statistics: StDev 2.439441304505897; Mean 3.3424657534246567; Min. 1.0; Max. 20.0; Valid 146.0;

Variable Format: numeric

Notes: UNF:6:kw+TdaUullnltAd91k9nag==

f3174094 Location:

Summary Statistics: Min. 1920.0; Max. 2011.0; Mean 1992.4661016949153; StDev 18.20945664123608; Valid 118.0

Variable Format: numeric

Notes: UNF:6:I3mVldKuqe74I4r5kXo6vA==

f3174094 Location:

Summary Statistics: Valid 123.0; StDev 0.9819102170074557; Mean 2.894308943089431; Min. 1.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:o1z3u3jEot1gxcBiMnc6uQ==

f3174094 Location:

Summary Statistics: StDev 0.45094767163250765; Max. 1.0; Valid 146.0; Mean 0.7191780821917808; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:l+FDJR098VhBDiopodbaGw==

f3174094 Location:

Summary Statistics: Valid 146.0; Min. 0.0; Max. 1.0; StDev 0.4825240674547983; Mean 0.636986301369863

Variable Format: numeric

Notes: UNF:6:10CK6SLaotq7EZHYTr567g==

f3174094 Location:

Summary Statistics: StDev 1.552908800920816; Mean 3.5753424657534243; Valid 146.0; Min. 0.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:IUzq7DEBvIrCwizic38jdA==

f3174094 Location:

Summary Statistics: Valid 146.0; StDev 1.7736991014819905; Max. 5.0; Min. 0.0; Mean 1.924657534246575;

Variable Format: numeric

Notes: UNF:6:gyEBLd+Y0Zx9XloAXT+/EA==

f3174094 Location:

Summary Statistics: Min. 0.0; StDev 1.6427795379470709; Max. 5.0; Valid 146.0; Mean 1.9315068493150682

Variable Format: numeric

Notes: UNF:6:Ri/47vzfKxvB7oY7jbneNQ==

f3174094 Location:

Summary Statistics: Min. 0.0; Valid 146.0; Max. 5.0; StDev 1.6486349401249083; Mean 2.26027397260274;

Variable Format: numeric

Notes: UNF:6:jU1D3TuwPMNiK+83/UItaw==

f3174094 Location:

Summary Statistics: Mean 1.6575342465753427; Min. 0.0; Max. 5.0; Valid 146.0; StDev 1.66272877571109;

Variable Format: numeric

Notes: UNF:6:K86dAfmTVn5IGJT1OTTOcg==

f3174094 Location:

Summary Statistics: Max. 5.0; Valid 146.0; Mean 1.6917808219178079; StDev 1.8957850470802629; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:nRbTPfWEVPqVchPxwlsSFw==

f3174094 Location:

Summary Statistics: Max. 5.0; Mean 1.8767123287671232; StDev 1.5487054035611054; Min. 0.0; Valid 146.0

Variable Format: numeric

Notes: UNF:6:CKzOo2L9u29/n6e1T0h76w==

f3174094 Location:

Summary Statistics: Max. 5.0; Valid 146.0; Mean 2.0684931506849313; StDev 1.4978491901738598; Min. 0.0

Variable Format: numeric

Notes: UNF:6:zXuNtD2H4TOoHh0YzROi8w==

f3174094 Location:

Summary Statistics: Min. 0.0; Valid 146.0; Mean 2.8835616438356166; StDev 1.4739591253051703; Max. 5.0

Variable Format: numeric

Notes: UNF:6:pAFZ+/G56Uv/TyNhH27INQ==

f3174094 Location:

Summary Statistics: Max. 2.0; Valid 146.0; StDev 0.5380206555432742; Min. 0.0; Mean 0.9863013698630135;

Variable Format: numeric

Notes: UNF:6:uGhGd+avyEhkg5rHkJvVag==

f3174094 Location:

Summary Statistics: Max. 16.0; Mean 2.3904109589041083; StDev 2.853608212412497; Valid 146.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:JUWtQxcpKVmcsBjBDgB7dA==

f3174094 Location:

Summary Statistics: Mean 0.3630136986301368; Valid 146.0; Max. 6.0; Min. 0.0; StDev 1.0820168714746938;

Variable Format: numeric

Notes: UNF:6:3XC/HQIVjkJ71cCeR44Riw==

f3174094 Location:

Summary Statistics: Max. 10.0; StDev 1.119617819303835; Valid 145.0; Mean 0.26896551724137907; Min. 0.0

Variable Format: numeric

Notes: UNF:6:5ZHySW4A2i0ZFyFz7us2yA==

f3174094 Location:

Summary Statistics: Mean 0.5205479452054795; Valid 146.0; Max. 11.0; Min. 0.0; StDev 1.5546112856304424

Variable Format: numeric

Notes: UNF:6:uJW/esahSWIe1qW6v/U+ew==

f3174094 Location:

Summary Statistics: Min. 0.0; Mean 2.0205479452054798; StDev 3.19799328907923; Max. 21.0; Valid 146.0;

Variable Format: numeric

Notes: UNF:6:YbKIJg967+CWUDrGv3NeMw==

f3174094 Location:

Summary Statistics: Valid 129.0; Min. 0.0; Max. 7.0; Mean 0.4031007751937981; StDev 1.0347054218846619

Variable Format: numeric

Notes: UNF:6:Z4jf701iC7iOciVN7A7xnQ==

f3174094 Location:

Summary Statistics: StDev 1.5165431417454607; Mean 0.7131782945736432; Min. 0.0; Valid 129.0; Max. 11.0

Variable Format: numeric

Notes: UNF:6:PU2Gf0Jy0U5mN4D/b2VIkg==

f3174094 Location:

Summary Statistics: StDev 1.2124020781954303; Mean 0.3984375; Max. 10.0; Valid 128.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:4iIwlop+ZOb6srFmnVNFxQ==

f3174094 Location:

Summary Statistics: Mean 0.0542635658914728; Valid 129.0; StDev 0.4560372366817311; Min. 0.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:al1u2aeviGNteGiDfNSktQ==

f3174094 Location:

Summary Statistics: Max. 3.0; StDev 0.31630436230378267; Mean 0.038759689922480585; Min. 0.0; Valid 129.0;

Variable Format: numeric

Notes: UNF:6:88KsMYLepf2iW+Yypd5NKw==

f3174094 Location:

Summary Statistics: StDev 0.0; Min. 0.0; Valid 129.0; Mean 0.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:jngly0K4i1g2eLH6T8Pu/w==

f3174094 Location:

Summary Statistics: Max. 8.0; Valid 146.0; Min. 0.0; StDev 1.4403753512797968; Mean 1.0342465753424663

Variable Format: numeric

Notes: UNF:6:Ep7w4BdV4DU7bN2DD7oq9A==

f3174094 Location:

Summary Statistics: StDev 0.33473175407991856; Valid 146.0; Max. 2.0; Min. 0.0; Mean 0.10958904109589018

Variable Format: numeric

Notes: UNF:6:ALPszhuKyBiWuZaBWt6NiA==

f3174094 Location:

Summary Statistics: Mean 0.2534246575342467; Min. 0.0; Max. 13.0; Valid 146.0; StDev 1.2137808916377995

Variable Format: numeric

Notes: UNF:6:Zgz5uCPs0waufUooGO4lng==

f3174094 Location:

Summary Statistics: Valid 146.0; StDev 1.2191396022863867; Mean 0.4178082191780827; Max. 12.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:9vAbooNpv2BptO8h+BMi+g==

f3174094 Location:

Summary Statistics: Mean 0.1301369863013699; Min. 0.0; Max. 4.0; Valid 146.0; StDev 0.4879753898562274

Variable Format: numeric

Notes: UNF:6:u3C93h1t3pdayaitzXzFYg==

f3174094 Location:

Summary Statistics: Min. 0.0; Valid 146.0; Max. 11.0; Mean 0.49315068493150666; StDev 1.3454729989600573;

Variable Format: numeric

Notes: UNF:6:mhc/vES07/ZvwULVk+4n+Q==

f3174094 Location:

Summary Statistics: Valid 146.0; Mean 0.00684931506849313; Min. 0.0; Max. 1.0; StDev 0.08276058886023699;

Variable Format: numeric

Notes: UNF:6:/D9jy1c00oTwUnvRaRJRmQ==

f3174094 Location:

Summary Statistics: Mean 0.10273972602739725; Valid 146.0; StDev 0.5082688950952086; Min. 0.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:1h4MoUAD5tarY110jnXLmQ==

f3174094 Location:

Summary Statistics: Max. 3.0; StDev 0.380686300670494; Mean 0.08219178082191772; Min. 0.0; Valid 146.0

Variable Format: numeric

Notes: UNF:6:msoGsaf2cFphcb0sVcWZ8g==

f3174094 Location:

Summary Statistics: StDev 0.08276058886023699; Max. 1.0; Min. 0.0; Valid 146.0; Mean 0.006849315068493131

Variable Format: numeric

Notes: UNF:6:Jsd6b5IVNfNS2P76AQGgqA==

f3174094 Location:

Summary Statistics: StDev 0.6270926233362952; Valid 146.0; Mean 0.1164383561643836; Max. 5.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:qvZ31O4IhhNT5FwbmWmCPA==

f3174094 Location:

Summary Statistics: StDev 0.11663685877841828; Valid 146.0; Mean 0.013698630136986268; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:Mk1nDNoFuODiiB4waxMspA==

f3174094 Location:

Summary Statistics: Max. 2.0; Min. 0.0; Mean 0.020547945205479454; Valid 146.0; StDev 0.1845470907922609

Variable Format: numeric

Notes: UNF:6:VadZif4xj4rPw++8B7aAYg==

f3174094 Location:

Summary Statistics: Min. 0.0; Mean 0.041095890410958874; Valid 146.0; StDev 0.28470704432177824; Max. 3.0

Variable Format: numeric

Notes: UNF:6:nEaXqpHll26wBw6DqMtmeA==

f3174094 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.16379994018996255; Mean 0.027397260273972553; Valid 146.0;

Variable Format: numeric

Notes: UNF:6:J6sBfF3ZX/Vu4f7nMLW7Pw==

f3174094 Location:

Summary Statistics: StDev 0.4803655512469149; Valid 146.0; Min. 0.0; Mean 0.10273972602739731; Max. 3.0

Variable Format: numeric

Notes: UNF:6:HM2wY3YMIdbzCPlogD4Izw==

f3174094 Location:

Summary Statistics: StDev 0.16379994018996252; Mean 0.027397260273972584; Max. 1.0; Min. 0.0; Valid 146.0

Variable Format: numeric

Notes: UNF:6:r4KOdd4Z1m7v1ZmD0hYLMQ==

f3174094 Location:

Summary Statistics: StDev 0.18454709079226078; Mean 0.020547945205479447; Max. 2.0; Min. 0.0; Valid 146.0

Variable Format: numeric

Notes: UNF:6:ZKzZy81YxpjaaoPBcCLabw==

f3174094 Location:

Summary Statistics: Min. 0.0; StDev 0.14235352216088912; Valid 146.0; Mean 0.020547945205479444; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:dX64lD+qz6Gc3DOfrRkkfA==

f3174094 Location:

Summary Statistics: Max. 5.0; Min. 0.0; StDev 0.4971814749054265; Valid 146.0; Mean 0.08904109589041095

Variable Format: numeric

Notes: UNF:6:opPxnivagkeUOJvkxJPuXA==

f3174094 Location:

Summary Statistics: Mean 0.14383561643835616; StDev 0.6745596369678307; Valid 146.0; Max. 5.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:5+AJjyF2832Lij3pWGnqXA==

f3174094 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.01369863013698629; StDev 0.11663685877841858; Valid 146.0

Variable Format: numeric

Notes: UNF:6:8qfdcev4mz/pcD6grWCp2Q==

f3174094 Location:

Summary Statistics: StDev 0.18454709079226012; Max. 2.0; Mean 0.02054794520547946; Valid 146.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:iqH82W0cv1OJV5Xy9+vO5Q==

f3174094 Location:

Summary Statistics: Mean 0.006849315068493136; StDev 0.08276058886023693; Valid 146.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:oXpmN6PxzYN4rYIsoO27qw==

f3174094 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 146.0; Mean 0.013698630136986278; StDev 0.1166368587784183;

Variable Format: numeric

Notes: UNF:6:SKrlCragvceOxmY2JUUyjA==

f3174094 Location:

Summary Statistics: Valid 146.0; StDev 0.08276058886023692; Mean 0.006849315068493136; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:6uK8UMFApgHA96ccpagtYw==

f3174094 Location:

Summary Statistics: Mean 0.006849315068493136; Valid 146.0; Min. 0.0; StDev 0.08276058886023692; Max. 1.0

Variable Format: numeric

Notes: UNF:6:Tlo/qIhoVl0nCPAM/i9nNQ==

f3174094 Location:

Summary Statistics: Min. 0.0; StDev 0.14235352216088915; Max. 1.0; Valid 146.0; Mean 0.020547945205479447

Variable Format: numeric

Notes: UNF:6:LABgatjFklARxjoakbn55Q==

f3174094 Location:

Summary Statistics: Mean 0.06849315068493159; StDev 0.36497584703413; Min. 0.0; Max. 3.0; Valid 146.0;

Variable Format: numeric

Notes: UNF:6:XNUE6FILL8m/5DVwq1Enyw==

f3174094 Location:

Summary Statistics: Valid 146.0; Min. 0.0; Mean 0.01369863013698627; StDev 0.11663685877841844; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:GbSdMkqWbKOSyXhLktLfiA==

Label:

01. Dictonary.xls

Text:

Document detailing the variables used

application/vnd.ms-excel