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Data associated with Boone (2020) "Hierarchical global plant biophysical regions as potential analysis units"

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dc.contributor.authorBoone, Randall B
dc.coverage.spatialGlobalen_US
dc.coverage.temporal2006-2015en_US
dc.date.accessioned2020-02-28T22:18:53Z
dc.date.available2020-02-28T22:18:53Z
dc.date.issued2020
dc.descriptionNote: GRID ASCII files (B0_ASCs_No_Dups.7z) were updated on 7/17/20.
dc.descriptionThis data set includes five different data types: 1) An animation of hierarchical biophysical clusters of the globe, from hierarchical distances 0 to 43; 2) An animation of hierarchical biophysical clusters of the globe, from hierarchical distances 0 to 43 and back to 0; 3) Individual hierarchical biophysical clusters of the globe, in image format (PNG), where, for example, 0_Map_003p200.asc is the map at a distance of 3.2 NDVI units; 4) Individual hierarchical biophysical clusters of the globe, in GRID ASCII format, where, for example, B0_Map_003p200.asc is the map at a distance of 3.2 NDVI units; 5) Supplemental raw data for hierarchical biophysical clusters of the globe at a high distance resolution (0.01); See README.txt for more details.en_US
dc.descriptionDepartment of Ecosystem Science and Sustainability
dc.description.abstractRegional and global vegetation simulations can be problematic when analysis units to which parameters are assigned do not align with plant productivity and phenology. Having a suite of pre-defined biophysical regions at a variety of scales that correspond to differences in plant productivity and phenology would allow analysts to select a set of analysis units at the scale needed. In other cases, environmental or social responses may be hypothesized to be related to differences in plant dynamics. One may compare the discrimination in such data that biophysical regions at difference scales provide to determine which best distinguishes the responses in question, such that like responses fall within the same regions to the degree possible. If those relationships are significant, the responses may then be extrapolated based on the biophysical regions. I defined hierarchical biophysical regions based on plant productivity and phenology by clustering global 0.083° Normalized Difference Vegetation Indices over a 10-year period. Agglomerative average-linkage distances based on squared error between clusters was conducted using an iterative sampling approach to merge more than 2 million clusters into fewer and fewer clusters based on NDVI greenness profiles comprised of 240 values over 10 yrs, until all cells were in a single cluster. Greater and greater differences in greenness profiles were ignored at higher levels of the hierarchy. Using a difference increment of 0.1, 253 non-duplicative sets of clusters were created, and 107 of those were included in animations that may be used to explore differences in global plant dynamics. Differences in clusters were quantified based on comparing the focal set of cluster results with 10 other cluster sets. Analysts may use the hierarchical clusters to improve the alignment of their parameter sets that inform plant growth and other dynamics with real-world plant dynamics.en_US
dc.format.medium7z
dc.format.mediumTXT
dc.format.mediumMPEG-4
dc.format.mediumPNG
dc.format.mediumASCII Grid
dc.identifier.urihttps://hdl.handle.net/10217/201109
dc.identifier.urihttp://dx.doi.org/10.25675/10217/201109
dc.languageEnglishen_US
dc.language.isoengen_US
dc.publisherColorado State University. Librariesen_US
dc.relation.ispartofResearch Data
dc.relation.isreferencedbyBoone, R.B. (2020). Hierarchical global plant biophysical regions as potential analysis units. Global Change Biology, 00, 1-9. https://doi.org/10.1111/gcb.15070en_US
dc.subjectNDVI
dc.subjectGIMMS
dc.subjecthierarchical clustering
dc.titleData associated with Boone (2020) "Hierarchical global plant biophysical regions as potential analysis units"en_US
dc.typeDataseten_US

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An animation of hierarchical biophysical clusters of the globe, from hierarchical distances 0 to 43
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