Assessment of Land Degradation in Semi-Arid Zone of Central Tanzania (doi:10.7910/DVN/HADLCK)

View:

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

Assessment of Land Degradation in Semi-Arid Zone of Central Tanzania

doi:10.7910/DVN/HADLCK

Harvard Dataverse

2021-05-26

1

International Institute of Tropical Agriculture (IITA); University of Bonn, Germany, 2021, "Assessment of Land Degradation in Semi-Arid Zone of Central Tanzania", https://doi.org/10.7910/DVN/HADLCK, Harvard Dataverse, V1, UNF:6:jU30uW/R5JgiHw7dPr5iuQ== [fileUNF]

Assessment of Land Degradation in Semi-Arid Zone of Central Tanzania

doi:10.7910/DVN/HADLCK

International Institute of Tropical Agriculture (IITA)

University of Bonn, Germany

Reith, Jonathan (University of Bonn, Germany)

Dubovky, Olena (University of Bonn, Germany)

Muthoni, Francis (International Institute of Tropical Agriculture (IITA))

Kimaro, Anthony (World Agroforestry Center)

Swai, Elirehema (Tanzania Agricultural Research Institute (TARI), Hombola)

International Institute of Tropical Agriculture (IITA)

2019-12

Harvard Dataverse

International Food Policy Research Institute (IFPRI)

Muthoni, Francis

KM, IFPRI

2021-02-17

2021

Biophysical Survey

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

Agricultural Sciences, land degradation, sustainable agriculture, soil erosion, TANZANIA, EAST AFRICA, AFRICA SOUTH OF SAHARA, AFRICA

Natural resources, Sustainable agriculture

A sub-national field assessment of land degradation was conducted in the Kongwa districts of Tanzania in December 2019. 34 sampling plots were selected using a stratified sampling method based on a land cover map. One site that hosts Africa RISING technologies on land rehabilitation was purposely selected to act as a control. The primary sampling plots measured 100*100m and were subdivided into replicate sub-plots measuring 30x30m. A sub-sample of 3 sub-plots was selected in each primary plot for assessment of land degradation. The observations from 3 subplots (30*30) were averaged to obtain an aggregate value for the larger plot (100x100m). The antecedent biophysical conditions in the sampling plot were recorded i.e. the land use, degree of slope, topographical position, soil color, crop types grown and land tenure. The percentage of area that was undegraded in each plot was also estimated visually. </p> A questionnaire for mapping land degradation and sustainable land management was applied for visual assessment of the type, extent, degree, and direct causes of land degradation. The different types of land degradation, for example erosion by water, were scored whether they are present or not, in addition to their extent and degree (intensity). The extent represented the proportion of a sub-plot covered by different types of land degradation, the degree was divided into 4 classes in ascending order of intensity of land degradation (0 = Light, 1 = Moderate, 2 = Strong, 3 = Severe). Moreover, the type, purpose, extent, and effectiveness of sustainable land management practices (SLM) were visually assessed in every subplot. Data were recorded using the mobile-based KoboCollect toolbox and transmitted to a cloud database for storage and descriptive analysis.

2019-09-01-2020-08-31

2019-12-2019-12

Tanzania, United Republic of

District

100x100m sampling plot

Farm plot

observational data

34 sampling plots were selected from using a stratified sampling method based on a land cover map. One site that hosts Africa RISING technologies on land rehabilitation was purposely selected to act as a control. The primary sampling plots measured 100*100m and were subdivided into replicate sub-plots measuring 30x30m. A sub-sample of 3 sub-plots was selected in each primary plot for assessment of land degradation. The observations from 3 subplots (30*30) were averaged to obtain an aggregate value for the larger plot (100x100m).

International Institute of Tropical Agriculture (IITA); University of Bonn, Germany. 2021. Assessment of Land Degradation in Semi-Arid Zone of Central Tanzania. Washington, DC: International Food Policy Research Institute (IFPRI) [dataset]. <a href="https://doi.org/10.7910/DVN/HADLCK">https://doi.org/10.7910/DVN/HADLCK</a>. Harvard Dataverse. Version 1.

The data files in this dataset are the unit record or ‘raw’ data files. Information that would allow survey respondents to be identified has been deleted from the files, but all other information remains. The user of these files will need to take care in handling missing observations, outliers, and violations of logical consistency.

If you are interested in accessing restricted datasets, kindly fill out this <a href="https://goo.gl/forms/muJtiDnuwhfAftQ83"> data use agreement form</a>.

Reith J.; Dubovky, O.; Muthoni, FK.; Kimaro, A.; Swai, E. Spatial Assessment of Land Degradation in Semi-Arid Zone of Central Tanzania.

Reith J.; Dubovky, O.; Muthoni, FK.; Kimaro, A.; Swai, E. Spatial Assessment of Land Degradation in Semi-Arid Zone of Central Tanzania.

• Number of cases: 34

• No. of variables per record: 73

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

UNF:6:jU30uW/R5JgiHw7dPr5iuQ==

• plotID - plotID
• district - district
• ward - ward
• village - village
• latitude - latitude
• longitude - longitude
• altitude - altitude
• vegetationType - vegetationType
• slope - slope
• slopePosition - slopePosition
• soilType - soilType
• ownership - ownership
• landUse - landUse
• crop - crop
• treeCover - treeCover
• shrubCover - shrubCover
• herbaceousCover - herbaceousCover
• bareCover - bareCover
• LD - LD
• waterErosionsheet - waterErosionsheet
• waterErosionrill - waterErosionrill
• waterErosiongully - waterErosiongully
• waterErosionmassMovement - waterErosionmassMovement
• waterErosionriverBank - waterErosionriverBank
• waterErosionsedimentation - waterErosionsedimentation
• waterErosionnone - waterErosionnone
• waterErosionextent - waterErosionextent
• waterErosiondegree - waterErosiondegree
• biologicalDeteriorationreductionofVegCover - biologicalDeteriorationreductionofVegCover
• biologicalDeteriorationfires - biologicalDeteriorationfires
• biologicalDeteriorationinvasiveSpecies - biologicalDeteriorationinvasiveSpecies
• biologicalDeteriorationbushEncroachment - biologicalDeteriorationbushEncroachment
• biologicalDeteriorationnone - biologicalDeteriorationnone
• biologicalDeteriorationextent - biologicalDeteriorationextent
• biologicalDeteriorationdegree - biologicalDeteriorationdegree
• windErosiontopSoil - windErosiontopSoil
• windErosiondeflation - windErosiondeflation
• windErosionoffsite - windErosionoffsite
• windErosionnone - windErosionnone
• windErosionextent - windErosionextent
• windErosiondegree - windErosiondegree
• undegraded(%) - undegraded(%)
• directCausesofLDsoilManagement - directCausesofLDsoilManagement
• directCausesofLDcropManagement - directCausesofLDcropManagement
• directCausesofLDdeforestation - directCausesofLDdeforestation
• directCausesofLDvegetationOverExploitation - directCausesofLDvegetationOverExploitation
• directCausesofLDoverGrazing - directCausesofLDoverGrazing
• directCausesofLDmining - directCausesofLDmining
• directCausesofLDnatural - directCausesofLDnatural
• directCausesofLDnone - directCausesofLDnone
• SLMapplied - SLMapplied
• SLMAgronomicintercroping - SLMAgronomicintercroping
• SLMAgronomicstripCropping - SLMAgronomicstripCropping
• SLMAgronomicmulching - SLMAgronomicmulching
• SLMAgronomicirrigation - SLMAgronomicirrigation
• SLMAgronomicminTillage - SLMAgronomicminTillage
• SLMAgronomiccontourTillage - SLMAgronomiccontourTillage
• SLMAgronomicnone - SLMAgronomicnone
• SLMAgronomicextent - SLMAgronomicextent
• SLMAgronomiceffectiveness - SLMAgronomiceffectiveness
• SLMVegetativeagroforestry - SLMVegetativeagroforestry
• SLMVegetativehedgerow - SLMVegetativehedgerow
• SLMVegetativecoverCrop - SLMVegetativecoverCrop
• SLMVegetativenone - SLMVegetativenone
• SLMVegetativeextent - SLMVegetativeextent
• SLMVegetativeeffectiveness - SLMVegetativeeffectiveness
• SLMManagementbushClearing - SLMManagementbushClearing
• SLMManagementfallow - SLMManagementfallow
• SLMManagementzeroGrazing - SLMManagementzeroGrazing
• SLMManagementnone - SLMManagementnone
• SLMManagementextent - SLMManagementextent
• SLMManagementeffectiveness - SLMManagementeffectiveness
• extentWithoutSLM - extentWithoutSLM

f4414344 Location:

Summary Statistics: Valid 34.0; StDev 9.958246164193104; Max. 34.0; Mean 17.5; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:PHF1dLAAFjEImsfCJLQ4fQ==

f4414344 Location:

Variable Format: character

Notes: UNF:6:CJRaQdutDm3n0EYzvogsMg==

f4414344 Location:

Variable Format: character

Notes: UNF:6:8cfkh/cvpmYhSNda76ItTA==

f4414344 Location:

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

Variable Format: numeric

Notes: UNF:6:xBmpLH3OUiVgb2BPedDQcA==

f4414344 Location:

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

Variable Format: numeric

Notes: UNF:6:xBmpLH3OUiVgb2BPedDQcA==

f4414344 Location:

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

Variable Format: numeric

Notes: UNF:6:xBmpLH3OUiVgb2BPedDQcA==

f4414344 Location:

Summary Statistics: StDev 137.59280452624515; Valid 34.0; Mean 1186.0882352941176; Max. 1482.0; Min. 898.0;

Variable Format: numeric

Notes: UNF:6:jze4lrdRYSpkDmAR2NMaXQ==

f4414344 Location:

Variable Format: character

Notes: UNF:6:YeTUBD5PnCGA/e/Guto3+g==

f4414344 Location:

Variable Format: character

Notes: UNF:6:MecaodamL29zOBJx93PkBg==

f4414344 Location:

Variable Format: character

Notes: UNF:6:zME0YZpjzMBCrVp1pK0s7A==

f4414344 Location:

Variable Format: character

Notes: UNF:6:WoFl2yg1omO3LM9ZULKk6g==

f4414344 Location:

Variable Format: character

Notes: UNF:6:UCZDo7ALHSK/fcTQ5EZjPQ==

f4414344 Location:

Variable Format: character

Notes: UNF:6:2mYWHKmWlAPeWRN5fcS+oA==

f4414344 Location:

Variable Format: character

Notes: UNF:6:U3cqNznHKCp0WqJJRS6Gxg==

f4414344 Location:

Summary Statistics: Min. 0.0; Max. 31.0; StDev 6.2813562803062375; Valid 34.0; Mean 2.6176470588235294;

Variable Format: numeric

Notes: UNF:6:KZasHJp8oa8gfG+0HUg2XA==

f4414344 Location:

Summary Statistics: Min. 0.0; StDev 23.66552431276809; Mean 16.941176470588236; Max. 88.0; Valid 34.0;

Variable Format: numeric

Notes: UNF:6:vTLnrZur5pL9M7LvMnurqw==

f4414344 Location:

Summary Statistics: StDev 23.847050513256733; Min. 0.0; Max. 88.0; Valid 34.0; Mean 20.5;

Variable Format: numeric

Notes: UNF:6:QInoK+qDyhuiQPoTve6j0A==

f4414344 Location:

Summary Statistics: Valid 34.0; StDev 25.832726690594328; Mean 68.05882352941177; Max. 100.0; Min. 8.0;

Variable Format: numeric

Notes: UNF:6:78fXlXepzX1jpkq0jpsB8Q==

f4414344 Location:

Summary Statistics: Valid 34.0; StDev 0.38695299497594743; Min. 0.0; Max. 1.0; Mean 0.823529411764706

Variable Format: numeric

Notes: UNF:6:co03VyPnCPMkUYhwUvnq6w==

f4414344 Location:

Summary Statistics: Max. 1.0; Valid 28.0; StDev 0.47559486560567094; Mean 0.6785714285714285; Min. 0.0

Variable Format: numeric

Notes: UNF:6:IhOg6HGOsC4eZ3O3rNzPIA==

f4414344 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.75; Valid 28.0; StDev 0.44095855184409843;

Variable Format: numeric

Notes: UNF:6:2qzOHAm78ckgD8IZx4CbQg==

f4414344 Location:

Summary Statistics: Min. 0.0; StDev 0.4755948656056709; Mean 0.32142857142857145; Max. 1.0; Valid 28.0

Variable Format: numeric

Notes: UNF:6:ULcXdKA65NMLsWgqikZGtw==

f4414344 Location:

Summary Statistics: StDev 0.0; Min. 0.0; Mean 0.0; Valid 28.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:pe6jT/h5LJ0yq0P7J6YTww==

f4414344 Location:

Summary Statistics: Min. 0.0; StDev 0.0; Valid 28.0; Mean 0.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:pe6jT/h5LJ0yq0P7J6YTww==

f4414344 Location:

Summary Statistics: Min. 0.0; Valid 28.0; Max. 1.0; StDev 0.44095855184409843; Mean 0.25;

Variable Format: numeric

Notes: UNF:6:JlkhLphOO6nlktlw7cgV+A==

f4414344 Location:

Summary Statistics: Mean 0.17857142857142855; Min. 0.0; Max. 1.0; StDev 0.3900210277874797; Valid 28.0

Variable Format: numeric

Notes: UNF:6:DWvyO+JrTU0mNeiFF0tYDg==

f4414344 Location:

Summary Statistics: Valid 29.0; StDev 26.979284152827603; Max. 90.0; Min. 0.0; Mean 30.89655172413793;

Variable Format: numeric

Notes: UNF:6:N9q0Rj9Wx1jnT8KM3QZvhg==

f4414344 Location:

Summary Statistics: Valid 28.0; Min. 0.0; Max. 3.0; Mean 1.7142857142857142; StDev 1.0131411680782823

Variable Format: numeric

Notes: UNF:6:DyAWWrZSqQ2/TGhXdBnKPA==

f4414344 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.5039526306789697; Mean 0.5714285714285714; Valid 28.0;

Variable Format: numeric

Notes: UNF:6:tRO5oTVyQ2rb1WyfoxY83g==

f4414344 Location:

Summary Statistics: Mean 0.07142857142857144; StDev 0.26226526415648094; Min. 0.0; Max. 1.0; Valid 28.0;

Variable Format: numeric

Notes: UNF:6:knnxKPasEfPZ3W8FNjFc/A==

f4414344 Location:

Summary Statistics: Valid 28.0; Max. 1.0; Mean 0.25; Min. 0.0; StDev 0.44095855184409843

Variable Format: numeric

Notes: UNF:6:JsdCWvnOb9S85A8+mIoNcw==

f4414344 Location:

Summary Statistics: Mean 0.14285714285714288; Max. 1.0; Valid 28.0; StDev 0.35634832254989907; Min. 0.0

Variable Format: numeric

Notes: UNF:6:OvHBLqOQ6kmlQPhucZ+OMA==

f4414344 Location:

Summary Statistics: Min. 0.0; Valid 28.0; StDev 0.5039526306789697; Max. 1.0; Mean 0.42857142857142855;

Variable Format: numeric

Notes: UNF:6:NMofE4i+7UfVH6gKLWCbSw==

f4414344 Location:

Summary Statistics: Max. 100.0; Min. 0.0; Mean 35.25; StDev 35.95431772350802; Valid 28.0

Variable Format: numeric

Notes: UNF:6:TY0d6e2E5r+rkMyBKYspAw==

f4414344 Location:

Summary Statistics: Mean 1.4642857142857142; StDev 1.201300001299298; Valid 28.0; Max. 3.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:pB9+zoxcVW28fYy4VifR0Q==

f4414344 Location:

Summary Statistics: Max. 1.0; StDev 0.49734746139343816; Mean 0.3928571428571429; Min. 0.0; Valid 28.0;

Variable Format: numeric

Notes: UNF:6:uaLNsEQAq2pQrifiq/Claw==

f4414344 Location:

Summary Statistics: Max. 0.0; Valid 28.0; StDev 0.0; Min. 0.0; Mean 0.0

Variable Format: numeric

Notes: UNF:6:pe6jT/h5LJ0yq0P7J6YTww==

f4414344 Location:

Summary Statistics: Min. 0.0; StDev 0.0; Valid 28.0; Mean 0.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:pe6jT/h5LJ0yq0P7J6YTww==

f4414344 Location:

Summary Statistics: Mean 0.6071428571428571; StDev 0.49734746139343816; Min. 0.0; Max. 1.0; Valid 28.0

Variable Format: numeric

Notes: UNF:6:IVFhIhYnUZJ6JxBJxpZvmg==

f4414344 Location:

Summary Statistics: Max. 100.0; Min. 0.0; StDev 36.76456987214181; Mean 25.82142857142857; Valid 28.0;

Variable Format: numeric

Notes: UNF:6:CVJJS6esYrtgVSLYtwYl1g==

f4414344 Location:

Summary Statistics: StDev 1.1773883752795367; Valid 28.0; Min. 0.0; Mean 0.8571428571428572; Max. 3.0

Variable Format: numeric

Notes: UNF:6:g02T0mAT7XPIW5S6mPa0Mw==

f4414344 Location:

Summary Statistics: Min. 0.0; Valid 28.0; Max. 83.0; StDev 25.701584164627448; Mean 35.142857142857146

Variable Format: numeric

Notes: UNF:6:1bohBn0dH6Xxb9vaazXHsw==

f4414344 Location:

Summary Statistics: Min. 0.0; Valid 28.0; Max. 1.0; StDev 0.5078745001833701; Mean 0.46428571428571425

Variable Format: numeric

Notes: UNF:6:D2JQ4yB8566Mt/ssipLqbg==

f4414344 Location:

Summary Statistics: Mean 0.32142857142857145; Max. 1.0; StDev 0.4755948656056708; Valid 28.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:pxwT6b7gDqc2nCzfwlEtww==

f4414344 Location:

Summary Statistics: Min. 0.0; StDev 0.26226526415648094; Mean 0.07142857142857144; Max. 1.0; Valid 28.0

Variable Format: numeric

Notes: UNF:6:7GDOsnDwgVbTFgLTK4JnTw==

f4414344 Location:

Summary Statistics: Valid 28.0; StDev 0.44095855184409843; Mean 0.25; Max. 1.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:6MvVf9hfsny5KdT1NoB4zQ==

f4414344 Location:

Summary Statistics: Mean 0.7142857142857142; Max. 1.0; Valid 28.0; Min. 0.0; StDev 0.46004370622823615

Variable Format: numeric

Notes: UNF:6:SYZVbsMZ3Lp6VC1B+jdqYQ==

f4414344 Location:

Summary Statistics: Min. 0.0; Valid 28.0; Max. 1.0; StDev 0.1889822365046137; Mean 0.035714285714285726

Variable Format: numeric

Notes: UNF:6:Vr3qbyi6mNzD89hAIs2V2w==

f4414344 Location:

Summary Statistics: Valid 28.0; Max. 1.0; Mean 0.25; Min. 0.0; StDev 0.44095855184409843

Variable Format: numeric

Notes: UNF:6:n94+zhGDYQs1vkivGS8PLA==

f4414344 Location:

Summary Statistics: StDev 0.31497039417435607; Max. 1.0; Mean 0.10714285714285715; Valid 28.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:zLSKEmomAjV++VJOMEHbfw==

f4414344 Location:

Summary Statistics: Mean 0.6176470588235294; Valid 34.0; StDev 0.49327021805638166; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:1Rz6G03HLKO0mABtRNKrEg==

f4414344 Location:

Summary Statistics: Min. 0.0; Valid 12.0; Max. 1.0; Mean 0.6666666666666666; StDev 0.49236596391733095

Variable Format: numeric

Notes: UNF:6:Qm4rlQDTpHWKvmSWq3Le3Q==

f4414344 Location:

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

Variable Format: numeric

Notes: UNF:6:1X7Rp4+c9KgO86YF/j8hjg==

f4414344 Location:

Summary Statistics: StDev 0.49236596391733095; Max. 1.0; Mean 0.33333333333333337; Valid 12.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:ad0ifm5CAn2ND9hLYQ7QZg==

f4414344 Location:

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

Variable Format: numeric

Notes: UNF:6:1X7Rp4+c9KgO86YF/j8hjg==

f4414344 Location:

Summary Statistics: Max. 1.0; Mean 0.41666666666666663; Valid 12.0; StDev 0.5149286505444373; Min. 0.0

Variable Format: numeric

Notes: UNF:6:biVDHGxXIVxkvP0ZOvx8PA==

f4414344 Location:

Summary Statistics: Min. 0.0; Valid 12.0; StDev 0.49236596391733095; Mean 0.6666666666666667; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:A2pTzC9gqs9FSLdkubB9Cg==

f4414344 Location:

Summary Statistics: Mean 0.42857142857142855; Valid 21.0; Min. 0.0; StDev 0.50709255283711; Max. 1.0

Variable Format: numeric

Notes: UNF:6:UO/Lw5em+9TLcq9Mcb5lYA==

f4414344 Location:

Summary Statistics: Max. 100.0; Mean 67.25; Min. 7.0; Valid 12.0; StDev 31.614510477425913

Variable Format: numeric

Notes: UNF:6:N/BjWlZ1BK6CMmIQ/HiQZQ==

f4414344 Location:

Summary Statistics: Max. 4.0; Min. 0.0; StDev 1.2154310870109943; Valid 12.0; Mean 2.75

Variable Format: numeric

Notes: UNF:6:KtWa316q0PFlAekHMPMPgg==

f4414344 Location:

Summary Statistics: StDev 0.48038446141526137; Min. 0.0; Mean 0.3076923076923077; Max. 1.0; Valid 13.0

Variable Format: numeric

Notes: UNF:6:NrLiZ5p8GRNH4wDbp6NjSg==

f4414344 Location:

Summary Statistics: Valid 13.0; Mean 0.5384615384615384; Max. 1.0; StDev 0.5188745216627708; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:UtyFl9DhUKm1RUKDxThA2A==

f4414344 Location:

Summary Statistics: Max. 1.0; Mean 0.6923076923076923; Valid 13.0; Min. 0.0; StDev 0.48038446141526137;

Variable Format: numeric

Notes: UNF:6:6/gbMuqLDdkIAbPqXrKiiA==

f4414344 Location:

Summary Statistics: Mean 0.5714285714285714; Valid 21.0; StDev 0.50709255283711; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:8bFrqhj1sp/7J4xV5UY8cg==

f4414344 Location:

Summary Statistics: Min. 5.0; Max. 90.0; StDev 29.028279756834124; Mean 36.84615384615385; Valid 13.0

Variable Format: numeric

Notes: UNF:6:KMAuGncAg/uFtcL9nUn2mQ==

f4414344 Location:

Summary Statistics: StDev 1.3008872711759818; Max. 4.0; Mean 1.7692307692307692; Min. 0.0; Valid 13.0;

Variable Format: numeric

Notes: UNF:6:ZU9sfqfduh1hkcCjJTVJ8w==

f4414344 Location:

Summary Statistics: Mean 0.42857142857142855; StDev 0.5345224838248487; Min. 0.0; Valid 7.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:vJKr1JaC1WWGHvKAghXk5g==

f4414344 Location:

Summary Statistics: Valid 7.0; Min. 0.0; StDev 0.5345224838248488; Mean 0.5714285714285714; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:IvAXPN6Ddh+OTNKuWFjiig==

f4414344 Location:

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

Variable Format: numeric

Notes: UNF:6:QM85vGgScfrq5ScOB1wI4A==

f4414344 Location:

Summary Statistics: Mean 0.7142857142857143; Min. 0.0; StDev 0.46291004988627577; Valid 21.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:JsZgIlx1LU7Fj6C4Os0iHA==

f4414344 Location:

Summary Statistics: Max. 100.0; StDev 38.53075456851381; Min. 17.0; Mean 69.57142857142857; Valid 7.0

Variable Format: numeric

Notes: UNF:6:b0+ipaamlV3RwnnAOUVgIQ==

f4414344 Location:

Summary Statistics: StDev 1.1126972805283737; Valid 7.0; Min. 0.0; Max. 3.0; Mean 2.2857142857142856

Variable Format: numeric

Notes: UNF:6:9MZQ79orlikahcpnSiakfQ==

f4414344 Location:

Summary Statistics: Valid 21.0; Max. 83.0; StDev 27.170975410571938; Mean 29.476190476190478; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:pJdN2uiYioi6/KpBnV1aug==

Label:

Field_protocol.pdf

application/pdf