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Part 1: Document Description
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Citation |
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Title: |
Biophysical baseline assessment within the KCEP-CRAL action areas in Kenya, using the LDSF |
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Identification Number: |
doi:10.34725/DVN/CBHCKS |
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Distributor: |
World Agroforestry (ICRAF) |
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Date of Distribution: |
2021-03-30 |
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Version: |
4 |
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Bibliographic Citation: |
Winowiecki, Leigh Ann; Vågen, Tor-Gunnar; Tobella-Bargues, Aida; Magaju, Christine; Muriuki, Justin; Mwaniki, Alex, 2021, "Biophysical baseline assessment within the KCEP-CRAL action areas in Kenya, using the LDSF", https://doi.org/10.34725/DVN/CBHCKS, World Agroforestry (ICRAF), V4, UNF:6:B6+aloWrdXJXKrPdMX2tzQ== [fileUNF] |
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Citation |
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Title: |
Biophysical baseline assessment within the KCEP-CRAL action areas in Kenya, using the LDSF |
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Identification Number: |
doi:10.34725/DVN/CBHCKS |
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Authoring Entity: |
Winowiecki, Leigh Ann (ICRAF) |
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Vågen, Tor-Gunnar (ICRAF) |
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Tobella-Bargues, Aida (SLU) |
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Magaju, Christine (ICRAF) |
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Muriuki, Justin (GoK) |
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Mwaniki, Alex (GoK) |
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Other identifications and acknowledgements: |
ICRAF |
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Other identifications and acknowledgements: |
Government of Kenya, Ministry of Agriculture and Irrigation-Through EU contribution to IFAD |
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Other identifications and acknowledgements: |
Soils, Systems |
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Other identifications and acknowledgements: |
FTA, WLE |
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Producer: |
World Agroforestry |
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Government of Kenya (THE MINISTRY OF AGRICULTURE AND IRRIGATION STATE DEPARTMENT FOR CROPS DEVELOPMENT) |
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Adaptation for Smallholder Agriculture Programme |
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European Union |
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Grant Number: |
KENY-1309 |
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Distributor: |
World Agroforestry (ICRAF) |
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Distributor: |
World Agroforestry |
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Access Authority: |
Winowiecki, Leigh Ann |
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Depositor: |
Karari, Valentine |
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Date of Deposit: |
2021-02-01 |
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Study Scope |
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Keywords: |
Agricultural Sciences, Earth and Environmental Sciences, Soil |
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Topic Classification: |
Land, LDSF |
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Abstract: |
These data were collected within the Kenya Cereal Enhancement Programme-Climate Resilient Agricultural Livelihoods (KCEP-CRAL) Window. This study was conducted within the action sites of the Kenya Cereal Enhancement Programme-Climate Resilient Agricultural Livelihoods (KCEP-CRAL) Window, which is a programme supported by the Government of Kenya and International Fund for Agricultural Development (IFAD) within the Adaptation for Smallholder Agriculture Programme (ASAP). The project assessed key indicators of land and soil health in order to understand drivers of degradation, and monitor changes over time using the Land Degradation Surveillance Framework (LDSF) methodology (http://landscapeportal.org/blog/2015/03/25/the-land-degradation-surveillance-framework-ldsf/). The LDSF provides a field protocol for measuring indicators of the "health" of an ecosystem. The LDSF was developed by the World Agroforestry (ICRAF) in response to the need for consistent field methods and indicator frameworks to assess land health in landscapes. The framework has been applied in projects across the global tropics, and is currently one of the largest land health databases globally with more than 30,000 observations, shared at http://landscapeportal.org. This project will benefit from existing data in the LDSF database, while at the same time contributing to these critically important global datasets through on-going data collection. Earth Observation (EO) data will be combined with the LDSF framework to develop the outputs for the project, including land degradation and soil health. Specific Activities on the ICRAF Component as Stated in the Agreement 1. Develop survey methodology detailing study design, methodology, tools, work plan and timelines documented 2. Procure LDSF field survey equipment 3. Conduct five LDSF surveys across the KCEP-CRAL action areas 4. Process, analyse and document the soil samples 5. Conduct Earth Observation-based assessment of biophysical indicators over time 6. Conduct capacity development opportunities with members of the PCU M&E staff and Government counterparts on LDSF field methodology This dataset contains LDSF field data from five LDSF sites in Kenya totalling 787 LDSF plots . It also contains the predictions using MIR Spectroscopy for 1500 Topsoil (0-20cm) and Subsoil (20-50cm) samples for six soil variables, including soil organic carbon, total nitrogen and pH. |
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Country: |
Kenya |
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Geographic Coverage: |
Makueni, Kwale, Kilifi, Tharaka Nithi, Embu |
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Kind of Data: |
Predicted Chemical data |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Conditions: |
World Agroforestry grants this license under the condition that you must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. |
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Disclaimer: |
DATAVERSE DISCLAIMER Whilst utmost care has been taken by the World Agroforestry Centre 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, the World Agroforestry, or relevant funding agencies be liable for any actual, incidental or consequential damages arising from the use of the data. By using the World Agroforestry 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. 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. |
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Notes: |
This dataset is made available under the Creative Commons Attribution 4.0 International (CC-BY-4.0). The license allows you, the user, to copy and redistribute the material in any medium or format and/or transform, and build upon the material for any purpose, even commercially. |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Bibliographic Citation: |
LDSF field guide: http://landscapeportal.org/blog/2015/03/25/the-land-degradation-surveillance-framework-ldsf |
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Citation |
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Bibliographic Citation: |
LDSF flyer: http://landscapeportal.org/uploaded/blogs/ldsf_files/LDSF_Flyer_Final_2020.pdf |
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Citation |
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Identification Number: |
10.34725 |
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Bibliographic Citation: |
Vågen, Tor-Gunnar;Winowiecki, Leigh Ann;Desta, Luseged;Tondoh, Ebagnerin Jérôme;Weullow, Elvis;Shepherd, Keith;Sila, Andrew, 2020, "Mid-Infrared Spectra (MIRS) from ICRAF Soil and Plant Spectroscopy Laboratory: Africa Soil Information Service (AfSIS) Phase I 2009-2013" |
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Citation |
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Identification Number: |
10.1016 |
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Bibliographic Citation: |
Vågen, Tor-G., Winowiecki, L., Tondoh, J.E., Desta, L.T. and Gumbricht, T. 2016. Mapping of soil properties and land degradation risk in Africa using MODIS reflectance. Geoderma. http://www.sciencedirect.com/science/article/pii/S0016706115300082 |
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Citation |
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Identification Number: |
10.1016 |
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Bibliographic Citation: |
Vågen, T-G and Winowiecki, L., Abegaz, A., Hadgu, K. 2013. Landsat-based approaches for mapping of land degradation prevalence and soil functional properties in Ethiopia. Remote Sensing of Environment. 134:266-275. |
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Citation |
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Identification Number: |
10.1016 |
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Bibliographic Citation: |
Winowiecki, L., Vågen, T-G. and Huising, J. 2016. Effects of land cover on ecosystem services in Tanzania: A spatial assessment of soil organic carbon. Geoderma. http://www.sciencedirect.com/science/article/pii/S0016706115000816. |
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File Description--f11453 |
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File: KCEP-CRAL_infiltration_data_variables_description.tab |
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Notes: |
UNF:6:Ul9zw4fKMOTMh5ShK7sFiQ== |
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File Description--f11222 |
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File: KCEP CRAL_ldsf_plotpropertiesICRAF 2021.tab |
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Notes: |
UNF:6:GXmnKj80OQHikP2nWUpPAQ== |
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File Description--f11452 |
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File: KCEP_infiltration_data.tab |
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Notes: |
UNF:6:R/NXsDPXkgdpTnshzTqmBA== |
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File Description--f11214 |
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File: ldsf_description of codesv4.tab |
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Notes: |
UNF:6:dv7xUc0Dg3fBawMwyPYh7g== |
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File Description--f11212 |
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File: Predicted Soil Variables Description.tab |
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Notes: |
UNF:6:Js6qiil8D7xWVwvAXgnuBQ== |
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File Description--f11475 |
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File: shrub_data_LDSF_DF_221123.tab |
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Notes: |
UNF:6:+fZe+HQcvnKccZFngXmevA== |
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File Description--f11210 |
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File: stdfine_ICRAF_mir_soil_predictions_KCEP_25Jan2021.tab |
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Notes: |
UNF:6:bALJRCshWP8G2Le+5e4UFg== |
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File Description--f11477 |
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File: tree_data_LDSF_DF_221123.tab |
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Notes: |
UNF:6:E9O2vVQeACGU1qXbFaT3aw== |
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List of Variables: |
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Variables |
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f11453 Location: |
Variable Format: character Notes: UNF:6:Pw45CBUrMCRVuSDtvwOj6A== |
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f11453 Location: |
Variable Format: character Notes: UNF:6:aWxS79aATQ/u1PquIf15yg== |
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f11453 Location: |
Variable Format: character Notes: UNF:6:YyFp73b9CImxmJmfxn0AGg== |
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f11453 Location: |
Variable Format: character Notes: UNF:6:sU4uJeY0gE5a027yF4YsHw== |
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f11453 Location: |
Variable Format: character Notes: UNF:6:xz91h8cjJlQZoAgxtPoytg== |
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f11453 Location: |
Summary Statistics: Min. NaN; StDev NaN; Valid 0.0; Mean NaN; Max. NaN; Variable Format: numeric Notes: UNF:6:ihAgY0GRwntj08KqRbcj9g== |
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f11453 Location: |
Summary Statistics: Valid 0.0; StDev NaN; Mean NaN; Max. NaN; Min. NaN; Variable Format: numeric Notes: UNF:6:ihAgY0GRwntj08KqRbcj9g== |
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f11453 Location: |
Variable Format: character Notes: UNF:6:kUBIDp7QYt/DAVcmshZpKA== |
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f11453 Location: |
Summary Statistics: Valid 0.0; Min. NaN; Max. NaN; Mean NaN; StDev NaN Variable Format: numeric Notes: UNF:6:ihAgY0GRwntj08KqRbcj9g== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:GQaMg7a3ZoJoGzJHYquTxw== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:aXFlstOhmHy4s+IGsedIwg== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:TAxsR3fnTXhvOEjx+8TXWg== |
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f11222 Location: |
Summary Statistics: Min. 2018.0; StDev 0.4008253929480332; Valid 787.0; Mean 2018.7992376111818; Max. 2019.0; Variable Format: numeric Notes: UNF:6:BTh7gMRRqW5tGyQepDgezA== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:GEk7TUW1TTaYfpZdVbHk/w== |
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f11222 Location: |
Summary Statistics: StDev 4.611365575843865; Min. 1.0; Valid 787.0; Max. 16.0; Mean 8.470139771283353 Variable Format: numeric Notes: UNF:6:vwX4mQTG/QIWnG4oYzkwBw== |
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f11222 Location: |
Summary Statistics: StDev 3.1495971340606737; Min. 0.0; Max. 15.0; Valid 787.0; Mean 5.761118170266837 Variable Format: numeric Notes: UNF:6:blCAtZ3FGy7DeqZnFRbWcw== |
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f11222 Location: |
Summary Statistics: Mean -2.2610991208386277; Max. -0.0903838; Valid 787.0; Min. -4.39017; StDev 1.6619516542726174; Variable Format: numeric Notes: UNF:6:CQQP3Zb6UYeWy4hgNPVEVg== |
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f11222 Location: |
Summary Statistics: Mean 38.56690241423126; StDev 0.8136960096303231; Min. 37.6577; Valid 787.0; Max. 39.7247; Variable Format: numeric Notes: UNF:6:d0dWzGQf+qUpn5KT5CsqsA== |
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f11222 Location: |
Summary Statistics: Min. 35.3; Max. 1615.5; StDev 409.720641646198; Valid 787.0; Mean 580.9190597204575; Variable Format: numeric Notes: UNF:6:fiqthbMx0Qp3vr9kaeOHQA== |
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f11222 Location: |
Summary Statistics: Valid 787.0; Mean 4.902160101651842; StDev 0.5898487405054057; Max. 12.0; Min. 2.0; Variable Format: numeric Notes: UNF:6:B0VPSyH7D3RL3E5MfeGT6w== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:f6q8fF2QXLkt3kkfGyi/DQ== |
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f11222 Location: |
Summary Statistics: Mean 7.397712833545105; Max. 47.0; StDev 6.544282111125754; Valid 787.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:v9CyXRjIxmtWeyaX0eGEeQ== |
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f11222 Location: |
Summary Statistics: StDev 5.764156733087718; Max. 38.0; Min. 0.0; Valid 787.0; Mean 6.883100381194412 Variable Format: numeric Notes: UNF:6:kpfdj1ka8iYFWmo/n/5PtQ== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:F37bkw/VkWuvNl0vaof/iw== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:srysSHYkHpMwf1ECHoS0eQ== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:its1dmW970gJiNZL28qS0w== |
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f11222 Location: |
Summary Statistics: Valid 0.0; Mean NaN; StDev NaN; Max. NaN; Min. NaN Variable Format: numeric Notes: UNF:6:PgPodIbzMskFa347oU7SjQ== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:rIc0KKGfa5z1AMQbiWwqqg== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:U8TwPhABOd4Q+ZdcdbnyPw== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:jdYEp6ZB3rfBUV8sybMuaQ== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:rdozWeMuTdzpQi1NNJlINA== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:zGI/Hnrjcvk1yg9XkBEUvg== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:m1lDVTZ3JRAlrHJQWelgyA== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:qzSCo4J5U4Ks/qZcnSU6PA== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:6yPJXCYtOFD0EcWthnlYjQ== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:Vd1ikkx2kc+A9k+LE7b0mg== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:R6qfqj+X7vsZjpZaiNmdBQ== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:2pivAj1WAPxwv1V3WLDjaA== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:UxU1mLMBPmjdVECxo/VmXA== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:kp2hCx6kjIt7mng/yMK1wg== |
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f11222 Location: |
Summary Statistics: Mean 2.0063532401524773; Min. 0.0; StDev 1.2391864244961373; Valid 787.0; Max. 5.0 Variable Format: numeric Notes: UNF:6:NUKotLOHKFUApq82ISiI+g== |
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f11222 Location: |
Summary Statistics: Max. 5.0; StDev 1.24419107040127; Valid 787.0; Mean 1.659466327827193; Min. 0.0 Variable Format: numeric Notes: UNF:6:9eAv1b2KxIs+XZxxH9wLzg== |
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f11222 Location: |
Summary Statistics: Max. 5.0; Mean 1.6264294790343057; Valid 787.0; StDev 1.2159720908580363; Min. 0.0 Variable Format: numeric Notes: UNF:6:Oglg+m/yZSshGxGC5tx0ow== |
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f11222 Location: |
Summary Statistics: Valid 787.0; StDev 1.198121872576429; Min. 0.0; Mean 1.6531130876747153; Max. 5.0; Variable Format: numeric Notes: UNF:6:J/Ud3wdIVnXCcClATDtCtg== |
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f11222 Location: |
Summary Statistics: Mean 2.4942820838627693; Min. 0.0; Max. 5.0; Valid 787.0; StDev 1.2089173912016664; Variable Format: numeric Notes: UNF:6:5I5AgCMbOCZ57sPbdj1QgA== |
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f11222 Location: |
Summary Statistics: StDev 1.2654533458586659; Mean 2.4904701397712805; Max. 5.0; Min. 0.0; Valid 787.0 Variable Format: numeric Notes: UNF:6:Frb77umw25E356v69DpVBQ== |
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f11222 Location: |
Summary Statistics: Mean 2.4968233799237582; StDev 1.2614574441985476; Max. 5.0; Valid 787.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:fHoqIhuicaRY6Ai+5DlbNg== |
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f11222 Location: |
Summary Statistics: Min. 0.0; Max. 5.0; StDev 1.2553940315110617; Valid 787.0; Mean 2.4980940279542585; Variable Format: numeric Notes: UNF:6:o4FWT5kVMlpuozasU4lQUg== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:iaRRovBcS+b5GVes8/s9yw== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:dflnZjjk5jHAyZUiy8ilLQ== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:wiLEFvlsrUoxwcq0ZlUFDA== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:KEFVJd9DanNZHKbDJbWngg== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:0uv30dglwuehExDvC/+y5w== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:qkp4mydliRGDaeDarosNsg== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:QLwTyWEOvASH9ciIChGSBA== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:RGxSkJRedylnt91zCixOZw== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:SuNaq05FBYgjnhpg0NXExw== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:GJd8Mkyh4i0YZiM2FsqvcA== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:RvxXuRHZHfXgKqLrwtUpQA== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:MxsNqy1oKO9lXhuzwEbiJg== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:q8VjdR9NTMWcWOTssTQVvA== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:yljvZmszIWRJQumE2fqONQ== |
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f11222 Location: |
Variable Format: character Notes: UNF:6:FlqZ1yuZkIZYGFz33G2IOw== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:DcSlBaVVBVh9oLHZKHJ42g== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:5eaCG9TVqTAnEgs5nkM+Vg== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:ChGZJWp82p3EtqZ/EDrPHA== |
|
f11222 Location: |
Summary Statistics: Min. NaN; Valid 0.0; StDev NaN; Mean NaN; Max. NaN Variable Format: numeric Notes: UNF:6:PgPodIbzMskFa347oU7SjQ== |
|
f11222 Location: |
Summary Statistics: Valid 787.0; Mean 0.3506988564167746; StDev 0.9350450830927862; Max. 8.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:cPaeSjo2YiKchuDGT7V2Rg== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:6Bu5VyKk7TmqOpa7zVrdNg== |
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f11222 Location: |
Summary Statistics: Mean 38.47649301143583; Min. 0.0; Max. 50.0; StDev 14.394227493716155; Valid 787.0 Variable Format: numeric Notes: UNF:6:6YDiKQVHDV9HQs9mlfnlWQ== |
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f11222 Location: |
Summary Statistics: StDev 18.88919766974883; Max. 391.0; Min. 0.0; Mean 40.0317662007624; Valid 787.0; Variable Format: numeric Notes: UNF:6:nesZFTTdVIYBzYw9mADa0A== |
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f11222 Location: |
Summary Statistics: Mean 38.224904701397726; Min. 0.0; StDev 14.587247029967612; Max. 50.0; Valid 787.0; Variable Format: numeric Notes: UNF:6:vrQytkj3UQcXj4Uj1/gZFQ== |
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f11222 Location: |
Summary Statistics: Mean 39.2020330368488; StDev 14.175870834896186; Min. 0.0; Max. 50.0; Valid 787.0 Variable Format: numeric Notes: UNF:6:fNpRpqh/cmYC7xuSJ5Oyfg== |
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f11222 Location: |
Summary Statistics: Valid 787.0; StDev 2.470084780473494; Min. 0.0; Max. 19.0; Mean 1.4371029224904717 Variable Format: numeric Notes: UNF:6:4nTTnpU0hlwYFifBzLxBCg== |
|
f11222 Location: |
Summary Statistics: Valid 787.0; StDev 2.0200856328771732; Max. 13.0; Mean 0.9021601016518417; Min. 0.0 Variable Format: numeric Notes: UNF:6:N7IsM2ZFXgYF05NDC2QrZw== |
|
f11222 Location: |
Summary Statistics: Max. 17.0; Mean 1.0584498094027943; StDev 2.1505994515428664; Min. 0.0; Valid 787.0; Variable Format: numeric Notes: UNF:6:VZuOh0I/ACzfRYNCw+/GwA== |
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f11222 Location: |
Summary Statistics: Min. 0.0; Max. 18.0; Mean 1.0330368487928832; Valid 787.0; StDev 2.12376024063668; Variable Format: numeric Notes: UNF:6:Uu3+5R5bNGtG/fVFgEHaJQ== |
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f11222 Location: |
Summary Statistics: Min. 0.0; Max. 25.0; Valid 787.0; StDev 2.728348024938813; Mean 1.73062261753494 Variable Format: numeric Notes: UNF:6:JrqADgbc1cpwEQeeJ2RuAQ== |
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f11222 Location: |
Summary Statistics: Min. 0.0; StDev 2.2310543731635373; Max. 23.0; Mean 1.1537484116899608; Valid 787.0 Variable Format: numeric Notes: UNF:6:ZK/PjmQTPVI4msOQM4fq5A== |
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f11222 Location: |
Summary Statistics: StDev 2.341893696421152; Min. 0.0; Mean 1.189326556543836; Max. 26.0; Valid 787.0 Variable Format: numeric Notes: UNF:6:ADHSn1TriXWG9b9tCOVoEA== |
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f11222 Location: |
Summary Statistics: Max. 14.0; Valid 787.0; Min. 0.0; StDev 2.0048020052153497; Mean 1.078780177890725 Variable Format: numeric Notes: UNF:6:YwUUFUHSSstqLqxAi9V+Sg== |
|
f11222 Location: |
Summary Statistics: Mean 2.4505506607929517; Min. 0.0; StDev 1.6680297046700978; Max. 5.6; Valid 454.0 Variable Format: numeric Notes: UNF:6:9zm5OZrtiBsQDmeRB3SBvQ== |
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f11222 Location: |
Summary Statistics: StDev 1.6178996967355521; Valid 370.0; Max. 5.6; Mean 2.3445945945945947; Min. 0.0; Variable Format: numeric Notes: UNF:6:EV8PozdkVrkVbifQ5j/H3w== |
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f11222 Location: |
Summary Statistics: Max. 5.5; StDev 1.2171105857948283; Mean 3.125714285714286; Valid 70.0; Min. 0.6 Variable Format: numeric Notes: UNF:6:JSpN2niAk/H3nleIIrqrnw== |
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f11222 Location: |
Summary Statistics: Min. 0.0; Mean 2.7639705882352943; Valid 68.0; StDev 1.4658003159660649; Max. 5.6 Variable Format: numeric Notes: UNF:6:eZpW50FBuVU31sKDkOBiyw== |
|
f11222 Location: |
Summary Statistics: StDev 4.277542184054929; Mean 4.405286343612335; Min. 0.0; Valid 454.0; Max. 23.0 Variable Format: numeric Notes: UNF:6:id7ySFhbENHnPZjExX+uTg== |
|
f11222 Location: |
Summary Statistics: Mean 3.6613513513513514; Min. 0.0; Valid 370.0; Max. 23.0; StDev 3.8217595957075785 Variable Format: numeric Notes: UNF:6:ozCZqYnEi2z+HbD3hqJvDw== |
|
f11222 Location: |
Summary Statistics: Max. 13.3; StDev 3.3452073191779275; Min. 0.0; Valid 70.0; Mean 4.327142857142857 Variable Format: numeric Notes: UNF:6:q7+0E2aUucsqfxdhB/jjLw== |
|
f11222 Location: |
Summary Statistics: StDev 3.2595365077166947; Min. 0.0; Max. 13.2; Mean 4.0022388059701495; Valid 67.0; Variable Format: numeric Notes: UNF:6:DRwXJ8QdKCG8VCkFgmXiDw== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:qMgFipqSOlRp6YENkehPMA== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:y8ExN2VZCpnkRXTmkZG6GA== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:RdHFG9AbUi2KSWetvZumFg== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:xqRmTfB8ovmW9IK9XqQ43w== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:pAwfeiZYFaZng3lOTPLapw== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:Ow0CEiEJ0fHcQG1E6Je+zw== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:fO70fqcg1Ywxspgg2J/n/g== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:lWo9/GlfQk46ylbp067fzg== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:5lWganmjZC5jFDIy7a5mKg== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:0GRl0Kxa3bdhwmmjk73vcw== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:ehrO7Cd19PpIp5gdOB2RNA== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:xlECfSEEFDChf8mdvNWdxg== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:zUByw+C5A49WkjEHbbeEeA== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:Z9Ikmkc011Y/MjhuPCMA+Q== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:y8ExN2VZCpnkRXTmkZG6GA== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:d5Do6OxZEfHeG63qmw5izQ== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:LIWL5WA1qX4TrBpaSdrI6w== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:0RiotgRgTT5xTC0kkJYSFA== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:zHh5DaXRDqpAXw/1Ee46Jw== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:XnWzZeLAfb0vQfDH0gwbRQ== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:1zNwD5iEdmMj76lg2qQzIQ== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:BL+aphJJfzEBSCHfesTGbQ== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:BLHgxSIZ6fQL2DJuFcGrdg== |
|
f11222 Location: |
Summary Statistics: Max. NaN; StDev NaN; Mean NaN; Min. NaN; Valid 0.0 Variable Format: numeric Notes: UNF:6:PgPodIbzMskFa347oU7SjQ== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:2lwhFsnU5WhdBY5dpBk8sg== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:yZCcgPyx5GwTimRjN6E4EQ== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:D6wbaJv338IfVwK3Rfvt4A== |
|
f11222 Location: |
Summary Statistics: Max. 120.0; Valid 472.0; Mean 51.828389830508584; Min. 1.0; StDev 35.978794756584826; Variable Format: numeric Notes: UNF:6:/0lb3X7E4VspFJ6VYl8QbQ== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:CSy0D/BzsQLZJNh/cbKxpw== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:HYwKWNo9RqqOjpsPnuMnLA== |
|
f11222 Location: |
Variable Format: character Notes: UNF:6:Ygr8G/aaarexhd3TtmKT0g== |
|
f11222 Location: |
Summary Statistics: Max. 15.0; StDev 3.6584650791327253; Min. 1.0; Mean 4.204819277108433; Valid 83.0; Variable Format: numeric Notes: UNF:6:bplf1ky4RLRa/EcMbWhwqw== |
|
f11452 Location: |
Variable Format: character Notes: UNF:6:AulaSrCJjyltQazaG8xzrQ== |
|
f11452 Location: |
Variable Format: character Notes: UNF:6:bqs+/U2tjZvW52G6mej78A== |
|
f11452 Location: |
Variable Format: character Notes: UNF:6:1l0ubB80WzmjQMIKP0u5QQ== |
|
f11452 Location: |
Summary Statistics: StDev 4.597182507767597; Valid 4354.0; Max. 16.0; Mean 8.47955902618279; Min. 1.0 Variable Format: numeric Notes: UNF:6:bFtecw7NIoJsHk+t76c0Hw== |
|
f11452 Location: |
Variable Format: character Notes: UNF:6:GpH2v5rWru/9cIkCkwmuhA== |
|
f11452 Location: |
Variable Format: character Notes: UNF:6:LXWqCCHvT566Wx3Sk3pzYg== |
|
f11452 Location: |
Summary Statistics: Mean 49.58379191548; Max. 146.0; Min. 0.0; Valid 4354.0; StDev 39.08403379222743 Variable Format: numeric Notes: UNF:6:jj1qigTEi+XoP4xGcZihJQ== |
|
f11452 Location: |
Summary Statistics: Min. 3.0; Valid 4354.0; Mean 59.405335323840156; StDev 43.8684860279214; Max. 157.0 Variable Format: numeric Notes: UNF:6:bB0A8n739w+Qhy+k7a963Q== |
|
f11452 Location: |
Summary Statistics: StDev 5.314458889604141; Max. 30.0; Mean 9.821543408360128; Min. 2.5; Valid 4354.0 Variable Format: numeric Notes: UNF:6:SF2qjBHCobE/deqV8/jrIw== |
|
f11452 Location: |
Summary Statistics: Valid 4354.0; Max. 151.5; Mean 54.49494717501149; StDev 41.4600505859211; Min. 1.5 Variable Format: numeric Notes: UNF:6:a5GaifzTK1j+oZHNrhgf/A== |
|
f11452 Location: |
Summary Statistics: Valid 4354.0; StDev 1.4357720402240097; Mean 16.54271933853927; Max. 19.0; Min. 13.0; Variable Format: numeric Notes: UNF:6:LOmAkeWpZeR63XJWDb1Fsw== |
|
f11452 Location: |
Summary Statistics: Max. 18.0; Mean 11.855649977032614; Min. 0.0; Valid 4354.0; StDev 4.087913019296593; Variable Format: numeric Notes: UNF:6:UwMs+dZ/G9IwUeN6rFHl3g== |
|
f11214 Location: |
Variable Format: character Notes: UNF:6:B5TxY0qdv5S2ZTiUYp48+g== |
|
f11214 Location: |
Variable Format: character Notes: UNF:6:EVFoIfLEHxT4TxXO1eK8LQ== |
|
f11214 Location: |
Summary Statistics: StDev NaN; Valid 0.0; Max. NaN; Mean NaN; Min. NaN Variable Format: numeric Notes: UNF:6:33OXtZ0D02Qw4fLf7BUBHQ== |
|
f11214 Location: |
Variable Format: character Notes: UNF:6:Ss9cwiC8EGsvbwjeVgntUA== |
|
f11214 Location: |
Variable Format: character Notes: UNF:6:XiD1/DCoQMZ4BWe1R/0Frw== |
|
f11212 Location: |
Variable Format: character Notes: UNF:6:8GNA2Iz/vDC431X+DUHYUw== |
|
f11212 Location: |
Variable Format: character Notes: UNF:6:uqG94ojsqnm/MFPL/kjSJw== |
|
f11212 Location: |
Variable Format: character Notes: UNF:6:Id1mX98LBaSDSgPcgsBWIQ== |
|
f11212 Location: |
Variable Format: character Notes: UNF:6:rgjZ1ghbT7msyKNXQEvajA== |
|
f11212 Location: |
Variable Format: character Notes: UNF:6:GJvc6v1jc4MQ/zGDG+XXaw== |
|
f11212 Location: |
Summary Statistics: Valid 0.0; StDev NaN; Min. NaN; Mean NaN; Max. NaN; Variable Format: numeric Notes: UNF:6:ZaFst4YTNdWs48YHGLUFLg== |
|
f11212 Location: |
Summary Statistics: Max. NaN; Min. NaN; Mean NaN; StDev NaN; Valid 0.0 Variable Format: numeric Notes: UNF:6:ZaFst4YTNdWs48YHGLUFLg== |
|
f11475 Location: |
Variable Format: character Notes: UNF:6:VbDWPo5qGEOitvH3ihDZJQ== |
|
f11475 Location: |
Variable Format: character Notes: UNF:6:APwgqlN0PaL2yrFrmE5+Ow== |
|
f11475 Location: |
Summary Statistics: StDev 4.7061176390235335; Valid 3631.0; Min. 1.0; Mean 8.659322500688575; Max. 16.0; Variable Format: numeric Notes: UNF:6:CvOrHLOFhy3xPFWh/KoQpg== |
|
f11475 Location: |
Summary Statistics: StDev 3.1734338560012447; Max. 15.0; Valid 3631.0; Mean 5.550261635912968; Min. 0.0 Variable Format: numeric Notes: UNF:6:aiB9+iVNsGeVKGjiCi7egA== |
|
f11475 Location: |
Summary Statistics: StDev 0.831081427733809; Max. 39.7243; Mean 38.52287989534563; Valid 3631.0; Min. 37.6577 Variable Format: numeric Notes: UNF:6:DbBA5FpOL/dP6Hee5DXmpQ== |
|
f11475 Location: |
Summary Statistics: Min. -4.39017; Valid 3631.0; StDev 1.7004834560294775; Max. -0.0939892; Mean -2.1586521686587714; Variable Format: numeric Notes: UNF:6:KaL4GDTWnbAUHV5Gh0Al/w== |
|
f11475 Location: |
Variable Format: character Notes: UNF:6:QsJYFd/qgI63L4dNZoFf9Q== |
|
f11475 Location: |
Summary Statistics: StDev 0.4605343923103721; Max. 2019.0; Min. 2018.0; Valid 3631.0; Mean 2018.6948499036077 Variable Format: numeric Notes: UNF:6:xJqSq+9b7pKcT/ymJHvSaQ== |
|
f11475 Location: |
Variable Format: character Notes: UNF:6:vT288GGsUIBwWj14ruDMgg== |
|
f11475 Location: |
Variable Format: character Notes: UNF:6:YMdtcaPEEube2Cn9QriZ+w== |
|
f11475 Location: |
Variable Format: character Notes: UNF:6:rG440h1kKCmF5qxwik81XQ== |
|
f11475 Location: |
Summary Statistics: Valid 3631.0; Max. 2.9; StDev 0.40786351754609007; Min. 1.0; Mean 2.0292068300743598 Variable Format: numeric Notes: UNF:6:3OzICj18mGXDvnqaEvku6g== |
|
f11475 Location: |
Summary Statistics: StDev 0.6519398639284304; Min. 0.2; Valid 3631.0; Max. 7.4; Mean 1.1915229964197191 Variable Format: numeric Notes: UNF:6:lfHZ6xhvFNj/bptZajZb2w== |
|
f11475 Location: |
Summary Statistics: Valid 3631.0; Max. 10.2; StDev 0.7837552918288292; Min. 0.2; Mean 1.4915780776645553 Variable Format: numeric Notes: UNF:6:XcSuBzeQNoaw4kBWd/5K2g== |
|
f11475 Location: |
Variable Format: character Notes: UNF:6:qLaBF1nC4hJiynBslYrNTA== |
|
f11475 Location: |
Variable Format: character Notes: UNF:6:IJXpC4qY9vVItS9Rv5Hqog== |
|
f11475 Location: |
Summary Statistics: Min. 1.0; Max. 4.0; Valid 3631.0; Mean 2.43348939686037; StDev 1.1707744710565025 Variable Format: numeric Notes: UNF:6:TYmBDgZZhidzaOtV7uN7TA== |
|
f11210 Location: |
Variable Format: character Notes: UNF:6:/f/N6pWIocgYza6XDEp0uQ== |
|
f11210 Location: |
Variable Format: character Notes: UNF:6:0JG8rOANGh+L/OstrqNlUA== |
|
f11210 Location: |
Summary Statistics: Max. 19.0; Min. 1.0; StDev 4.597453636762825; Valid 1500.0; Mean 8.546666666666676 Variable Format: numeric Notes: UNF:6:s5wz/YbFjALqevT/1kS1mQ== |
|
f11210 Location: |
Summary Statistics: StDev 3.1463788392160588; Mean 5.770000000000002; Max. 15.0; Min. 1.0; Valid 1500.0; Variable Format: numeric Notes: UNF:6:3z3QXHHgGVlKit9j8T/gaQ== |
|
f11210 Location: |
Variable Format: character Notes: UNF:6:cjGCvBV1n1AKQaqVUsPLDA== |
|
f11210 Location: |
Summary Statistics: Mean 9.6; Valid 1500.0; StDev 9.995329129295243; Min. 0.0; Max. 20.0 Variable Format: numeric Notes: UNF:6:+NpwQUwIjvb9DmsBN8dlHQ== |
|
f11210 Location: |
Summary Statistics: Valid 1500.0; Max. 50.0; Mean 34.4; Min. 20.0; StDev 14.992993693942385; Variable Format: numeric Notes: UNF:6:kYd9fk6HvAvE5PZIY4MQxw== |
|
f11210 Location: |
Variable Format: character Notes: UNF:6:M7XX6rZFIsUx7a5PWQfjjQ== |
|
f11210 Location: |
Summary Statistics: Max. 75.93; Min. 1.25; Valid 1500.0; StDev 6.871568700658672; Mean 7.74158 Variable Format: numeric Notes: UNF:6:XOoml4Rfo3u4epKUsen+BQ== |
|
f11210 Location: |
Summary Statistics: Min. 0.01; StDev 0.04991789745719052; Max. 0.6; Valid 1500.0; Mean 0.06910666666666666 Variable Format: numeric Notes: UNF:6:LMA5lrNo/5RPPqLe3H19QA== |
|
f11210 Location: |
Summary Statistics: StDev 0.5641752739903412; Min. 4.98; Max. 8.69; Mean 6.427873333333333; Valid 1500.0 Variable Format: numeric Notes: UNF:6:cWLUP8ydyriC+baiUC3pEw== |
|
f11210 Location: |
Summary Statistics: Max. 68.16; Min. 1.35; Valid 1500.0; StDev 8.815999293499532; Mean 9.306373333333333 Variable Format: numeric Notes: UNF:6:XMitF/FP6T/ZdI3YUW+QOQ== |
|
f11210 Location: |
Summary Statistics: Min. 5.0; Mean 41.526666666666685; Valid 1500.0; StDev 15.963390683591202; Max. 85.0 Variable Format: numeric Notes: UNF:6:c2FV+6FSwVwi2oXEx0B/FA== |
|
f11210 Location: |
Summary Statistics: Mean 41.66199999999997; Min. 8.0; Max. 85.0; StDev 17.062175551680706; Valid 1500.0 Variable Format: numeric Notes: UNF:6:ItoXll0uUUO85a+we2zLig== |
|
f11210 Location: |
Variable Format: character Notes: UNF:6:Khu/o/0PRVP28Sm1UWpxHg== |
|
f11210 Location: |
Variable Format: character Notes: UNF:6:CjVQwxlIsyCTuyhu++SrYA== |
|
f11477 Location: |
Variable Format: character Notes: UNF:6:b9cCg0zbDC9ExJjKXTsyZw== |
|
f11477 Location: |
Variable Format: character Notes: UNF:6:wGndzj971R9p4DRb0OQ2sQ== |
|
f11477 Location: |
Summary Statistics: Max. 16.0; Valid 4069.0; Min. 1.0; Mean 8.52347014008354; StDev 4.473537636772039 Variable Format: numeric Notes: UNF:6:dbqO39To6lV5M9QGKo7Hvg== |
|
f11477 Location: |
Summary Statistics: StDev 3.0241654923117713; Max. 15.0; Mean 5.60285082329811; Valid 4069.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:yfsjbgEXswco4itwyyF0nA== |
|
f11477 Location: |
Summary Statistics: StDev 0.8075537743757186; Valid 4069.0; Min. 37.658; Max. 39.7243; Mean 38.54392248709757 Variable Format: numeric Notes: UNF:6:UX65POMN1ma5LDd9qncNbQ== |
|
f11477 Location: |
Summary Statistics: Mean -2.327960319882033; Max. -0.0903838; Min. -4.39017; StDev 1.742625865991955; Valid 4069.0; Variable Format: numeric Notes: UNF:6:bOxP8MHJffHxxitQuYZUzA== |
|
f11477 Location: |
Variable Format: character Notes: UNF:6:tqtwOhr1cIGAdDSOpNXNZg== |
|
f11477 Location: |
Summary Statistics: Mean 2018.721061685918; Valid 4069.0; Min. 2018.0; Max. 2019.0; StDev 0.4485322434685005 Variable Format: numeric Notes: UNF:6:hZZ9XGQRg/iS+J76SxdxOQ== |
|
f11477 Location: |
Variable Format: character Notes: UNF:6:ICKilzdgMJ8oys3jrR897w== |
|
f11477 Location: |
Variable Format: character Notes: UNF:6:wVtck0+ZzSFnkJnZXmXLaw== |
|
f11477 Location: |
Variable Format: character Notes: UNF:6:e4xDPmY3E40GnOHVzrnwTA== |
|
f11477 Location: |
Summary Statistics: StDev 5.671709194418078; Max. 31.5; Valid 4069.0; Mean 7.480599655935115; Min. 3.0; Variable Format: numeric Notes: UNF:6:sFpNUpBvOp+5wZIZ/FhuSQ== |
|
f11477 Location: |
Summary Statistics: StDev 40.43869437536378; Max. 840.0; Valid 4069.0; Min. 1.0; Mean 29.056598672892687; Variable Format: numeric Notes: UNF:6:Kx8Z8WHYv8jhR36YYH8g1Q== |
|
f11477 Location: |
Variable Format: character Notes: UNF:6:zocxEABLykTn7QF1XaNOQg== |
|
f11477 Location: |
Variable Format: character Notes: UNF:6:Oa8+y+sxzrBQHEQ+J2ZS7w== |
|
f11477 Location: |
Summary Statistics: Min. 1.0; Mean 2.3108871958712216; Max. 4.0; StDev 1.1422570440475326; Valid 4069.0 Variable Format: numeric Notes: UNF:6:nFQ1wsyujz1UXC1iq+2BUA== |
|
Label: |
v3ICRAF_Annual Report to KCEP-CRAL July 2019.pdf |
|
Text: |
ICRAF Annual Report to KCEP-CRAL July 2019 |
|
Notes: |
application/pdf |