Changes
On March 20, 2024 at 2:40:17 PM UTC, Joan Casanelles:
-
Updated description of resource Spatial environmental predictors and responses in Data on wild bee taxonomic and functional diversity in Switzerland from
The .zip file contains the rasters of the environmental predictors and the predicted responses: - **Environmental predictors.**: - The raster on the climate contains the PCA axes on the CHELSA variables. - The raster on resource availability contains the PCA axes on plant communities - The raster on land-use contains the land-use composition at 2500 m. - The raster on beekeeping intensity contains thedensity of hives within 2500 m - **Responses**: - The predicted responses (alpha and beta taxonomic and functional metrics and the traits) without masking the waterbodies (Diversity_stack_revised_Selected_descriptors.tif). It contains a stack of 20 responses in this order: "belowgound", "cleptoparasite","FDis", "feeding_specialization", "FEve", "FRic", "InvSimpson", "ITD","LCBD_fun" ,"LCBD_taxo","phenoduration", "phenostart", "Rao", "Richness", "Shannon", "Simpson","solitary", "TED", "tong_length", "TOP". "FEve", "FRic", "InvSimpson","Rao", "Simpson" were not included in the linked paper. - The predicted responses (alpha and beta taxonomic and functional metrics and the traits) masking the waterbodies (masked.stack.all.diversity.tiff). It includes a stack of 15 responses, in this order: "belowgound", "cleptoparasite","FDis", "feeding_specialization", "ITD","LCBD_fun" ,"LCBD_taxo","phenoduration", "phenostart","Richness", "Shannon", "solitary", "TED", "tong_length", "TOP".
toThe .zip file contains the rasters of the environmental predictors and the predicted responses: - **Environmental predictors.**: - The raster on the climate contains the PCA axes on the CHELSA variables. - The raster on resource availability contains the PCA axes on plant communities - The raster on land-use contains the land-use composition at 2500 m. - The raster on beekeeping intensity contains thedensity of hives within 2500 m - **Responses**: - The predicted responses (alpha and beta taxonomic and functional metrics and the traits) without masking the waterbodies, used in the analyses (Diversity_stack_revised_Selected_descriptors.tif). It contains a stack of 20 responses in this order: "belowgound", "cleptoparasite","FDis", "feeding_specialization", "FEve", "FRic", "InvSimpson", "ITD","LCBD_fun" ,"LCBD_taxo","phenoduration", "phenostart", "Rao", "Richness", "Shannon", "Simpson","solitary", "TED", "tong_length", "TOP". "FEve", "FRic", "InvSimpson","Rao", "Simpson" were not included in the linked paper. - The predicted responses (alpha and beta taxonomic and functional metrics and the traits) masking the waterbodies (masked.stack.all.diversity.tiff). It includes a stack of 15 responses (excludes "FEve", "FRic", "InvSimpson","Rao", "Simpson").
f | 1 | { | f | 1 | { |
2 | "author": "[{\"affiliation\": \"WSL\", \"affiliation_02\": \"ETHZ\", | 2 | "author": "[{\"affiliation\": \"WSL\", \"affiliation_02\": \"ETHZ\", | ||
3 | \"affiliation_03\": \"\", \"data_credit\": [\"collection\", | 3 | \"affiliation_03\": \"\", \"data_credit\": [\"collection\", | ||
4 | \"validation\", \"curation\", \"software\", \"publication\", | 4 | \"validation\", \"curation\", \"software\", \"publication\", | ||
5 | \"supervision\"], \"email\": \"joan.casanelles@wsl.ch\", | 5 | \"supervision\"], \"email\": \"joan.casanelles@wsl.ch\", | ||
6 | \"given_name\": \"Joan\", \"identifier\": \"0000-0003-1924-9298\", | 6 | \"given_name\": \"Joan\", \"identifier\": \"0000-0003-1924-9298\", | ||
7 | \"name\": \"Casanelles Abella\"}, {\"affiliation\": \"Institute of | 7 | \"name\": \"Casanelles Abella\"}, {\"affiliation\": \"Institute of | ||
8 | Environmental Sciences and Geography, University of Potsdam, Potsdam, | 8 | Environmental Sciences and Geography, University of Potsdam, Potsdam, | ||
9 | Germany\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", | 9 | Germany\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", | ||
10 | \"data_credit\": [\"collection\", \"validation\", \"curation\", | 10 | \"data_credit\": [\"collection\", \"validation\", \"curation\", | ||
11 | \"software\", \"publication\", \"supervision\"], \"email\": | 11 | \"software\", \"publication\", \"supervision\"], \"email\": | ||
12 | \"bertrand.fournier@uni-potsdam.de\", \"given_name\": \"Bertrand\", | 12 | \"bertrand.fournier@uni-potsdam.de\", \"given_name\": \"Bertrand\", | ||
13 | \"identifier\": \"\", \"name\": \"Fournier\"}, {\"affiliation\": | 13 | \"identifier\": \"\", \"name\": \"Fournier\"}, {\"affiliation\": | ||
14 | \"Nature Conservation and Landscape Ecology, University of Freiburg, | 14 | \"Nature Conservation and Landscape Ecology, University of Freiburg, | ||
15 | Freiburg, Germany\", \"affiliation_02\": \"\", \"affiliation_03\": | 15 | Freiburg, Germany\", \"affiliation_02\": \"\", \"affiliation_03\": | ||
16 | \"\", \"data_credit\": [\"software\", \"publication\"], \"email\": | 16 | \"\", \"data_credit\": [\"software\", \"publication\"], \"email\": | ||
17 | \"simone.fontana@mail.nature.uni-freiburg.de\", \"given_name\": | 17 | \"simone.fontana@mail.nature.uni-freiburg.de\", \"given_name\": | ||
18 | \"Simone\", \"identifier\": \"\", \"name\": \"Fontana\"}, | 18 | \"Simone\", \"identifier\": \"\", \"name\": \"Fontana\"}, | ||
19 | {\"affiliation\": \"WSL\", \"affiliation_02\": \"\", | 19 | {\"affiliation\": \"WSL\", \"affiliation_02\": \"\", | ||
20 | \"affiliation_03\": \"\", \"data_credit\": [\"collection\", | 20 | \"affiliation_03\": \"\", \"data_credit\": [\"collection\", | ||
21 | \"publication\"], \"email\": \"marco.moretti@wsl.ch\", \"given_name\": | 21 | \"publication\"], \"email\": \"marco.moretti@wsl.ch\", \"given_name\": | ||
22 | \"Marco\", \"identifier\": \"0000-0002-5845-3198\", \"name\": | 22 | \"Marco\", \"identifier\": \"0000-0002-5845-3198\", \"name\": | ||
23 | \"Moretti\"}]", | 23 | \"Moretti\"}]", | ||
24 | "author_email": null, | 24 | "author_email": null, | ||
25 | "creator_user_id": "209d9eae-601f-4860-b46d-32f16878fae0", | 25 | "creator_user_id": "209d9eae-601f-4860-b46d-32f16878fae0", | ||
26 | "date": "[{\"date\": \"2020-09-01\", \"date_type\": \"collected\", | 26 | "date": "[{\"date\": \"2020-09-01\", \"date_type\": \"collected\", | ||
27 | \"end_date\": \"2022-07-01\"}]", | 27 | \"end_date\": \"2022-07-01\"}]", | ||
28 | "doi": "10.16904/envidat.337", | 28 | "doi": "10.16904/envidat.337", | ||
29 | "funding": "[{\"grant_number\": \"16.0101.PJ/S284-0366\", | 29 | "funding": "[{\"grant_number\": \"16.0101.PJ/S284-0366\", | ||
30 | \"institution\": \"Swiss Federal Office for the Environment (FOEN)\", | 30 | \"institution\": \"Swiss Federal Office for the Environment (FOEN)\", | ||
31 | \"institution_url\": \"\"}, {\"grant_number\": \"31BD30_172467\", | 31 | \"institution_url\": \"\"}, {\"grant_number\": \"31BD30_172467\", | ||
32 | \"institution\": \"Swiss National Science Foundation\", | 32 | \"institution\": \"Swiss National Science Foundation\", | ||
33 | \"institution_url\": \"\"}, {\"grant_number\": \"2019-2917/1.1\", | 33 | \"institution_url\": \"\"}, {\"grant_number\": \"2019-2917/1.1\", | ||
34 | \"institution\": \"G\u00f6hner Stiftung\", \"institution_url\": \"\"}, | 34 | \"institution\": \"G\u00f6hner Stiftung\", \"institution_url\": \"\"}, | ||
35 | {\"grant_number\": \"FO 1420/1-1\", \"institution\": \"German Federal | 35 | {\"grant_number\": \"FO 1420/1-1\", \"institution\": \"German Federal | ||
36 | Ministry of Education and Research\", \"institution_url\": \"\"}]", | 36 | Ministry of Education and Research\", \"institution_url\": \"\"}]", | ||
37 | "groups": [], | 37 | "groups": [], | ||
38 | "id": "89138c9e-5bf6-4ef5-b8d2-d73f20b8b6de", | 38 | "id": "89138c9e-5bf6-4ef5-b8d2-d73f20b8b6de", | ||
39 | "isopen": true, | 39 | "isopen": true, | ||
40 | "language": "en", | 40 | "language": "en", | ||
41 | "license_id": "CC0-1.0", | 41 | "license_id": "CC0-1.0", | ||
42 | "license_title": "Creative Commons Zero - No Rights Reserved (CC0 | 42 | "license_title": "Creative Commons Zero - No Rights Reserved (CC0 | ||
43 | 1.0)", | 43 | 1.0)", | ||
44 | "license_url": "https://creativecommons.org/publicdomain/zero/1.0/", | 44 | "license_url": "https://creativecommons.org/publicdomain/zero/1.0/", | ||
45 | "maintainer": "{\"affiliation\": \"WSL\", \"email\": | 45 | "maintainer": "{\"affiliation\": \"WSL\", \"email\": | ||
46 | \"marco.moretti@wsl.ch\", \"given_name\": \"Marco\", \"identifier\": | 46 | \"marco.moretti@wsl.ch\", \"given_name\": \"Marco\", \"identifier\": | ||
47 | \"0000-0002-5845-3198\", \"name\": \"Moretti\"}", | 47 | \"0000-0002-5845-3198\", \"name\": \"Moretti\"}", | ||
48 | "maintainer_email": null, | 48 | "maintainer_email": null, | ||
49 | "metadata_created": "2022-07-25T08:58:07.413511", | 49 | "metadata_created": "2022-07-25T08:58:07.413511", | ||
n | 50 | "metadata_modified": "2024-03-19T09:23:52.421499", | n | 50 | "metadata_modified": "2024-03-20T14:40:17.405312", |
51 | "name": | 51 | "name": | ||
52 | "data-on-wild-bee-taxonomic-and-functional-diversity-in-switzerland", | 52 | "data-on-wild-bee-taxonomic-and-functional-diversity-in-switzerland", | ||
53 | "notes": "Raw data supporting the paper \"Countrywide wild bee | 53 | "notes": "Raw data supporting the paper \"Countrywide wild bee | ||
54 | taxonomic and functional diversity reveal a spatial mismatch between | 54 | taxonomic and functional diversity reveal a spatial mismatch between | ||
55 | alpha and beta-diversity facets across multiple ecological | 55 | alpha and beta-diversity facets across multiple ecological | ||
56 | gradients\". It contains taxonomic and functional metrics in 3343 | 56 | gradients\". It contains taxonomic and functional metrics in 3343 | ||
57 | community-plots distributed across Switzerland. The calculated metrics | 57 | community-plots distributed across Switzerland. The calculated metrics | ||
58 | are:\r\n- Alpha taxonomic community metrics: species richness and | 58 | are:\r\n- Alpha taxonomic community metrics: species richness and | ||
59 | Shannon diversity\r\n- Alpha functional community metrics: Functional | 59 | Shannon diversity\r\n- Alpha functional community metrics: Functional | ||
60 | richness (using the Trait Onion Peeling index, TOP), functional | 60 | richness (using the Trait Onion Peeling index, TOP), functional | ||
61 | eveness (using the Trait Even Distribution index, TED) and the | 61 | eveness (using the Trait Even Distribution index, TED) and the | ||
62 | functional dispersion.\r\n- Community weighted means of 8 functional | 62 | functional dispersion.\r\n- Community weighted means of 8 functional | ||
63 | traits \r\n- The local community contributions on the functional and | 63 | traits \r\n- The local community contributions on the functional and | ||
64 | taxonomic beta diversity (LCBD).\r\n\r\nThe dataset also includes the | 64 | taxonomic beta diversity (LCBD).\r\n\r\nThe dataset also includes the | ||
65 | following:\r\n- The used predictors to model the spatial distribution | 65 | following:\r\n- The used predictors to model the spatial distribution | ||
66 | of the community metrics (climate PCA, vegetation PCA, land-use | 66 | of the community metrics (climate PCA, vegetation PCA, land-use | ||
67 | metrics, beekeeping intensity).\r\n-The three types of protected | 67 | metrics, beekeeping intensity).\r\n-The three types of protected | ||
68 | areas, defined according to the protective measures.\r\n- The model | 68 | areas, defined according to the protective measures.\r\n- The model | ||
69 | evaluation, variable importance and partial dependece data.\r\n\r\n", | 69 | evaluation, variable importance and partial dependece data.\r\n\r\n", | ||
70 | "num_resources": 7, | 70 | "num_resources": 7, | ||
71 | "num_tags": 14, | 71 | "num_tags": 14, | ||
72 | "organization": { | 72 | "organization": { | ||
73 | "approval_status": "approved", | 73 | "approval_status": "approved", | ||
74 | "created": "2018-05-18T09:12:30.577470", | 74 | "created": "2018-05-18T09:12:30.577470", | ||
75 | "description": "We study the relationship between threatened | 75 | "description": "We study the relationship between threatened | ||
76 | species and their habitat with the objective to develop evidence-based | 76 | species and their habitat with the objective to develop evidence-based | ||
77 | instruments for conservation. The viability of populations of habitat | 77 | instruments for conservation. The viability of populations of habitat | ||
78 | specialists is often limited due to restricted availability of | 78 | specialists is often limited due to restricted availability of | ||
79 | suitable habitat or discontinuous distribution. We focus on selected | 79 | suitable habitat or discontinuous distribution. We focus on selected | ||
80 | animal species of conservation concern (forest birds, bats, forest | 80 | animal species of conservation concern (forest birds, bats, forest | ||
81 | insects) and analyse species-habitat relationships at a scale ranging | 81 | insects) and analyse species-habitat relationships at a scale ranging | ||
82 | from single subpopulations to entire metapopulations. We strive | 82 | from single subpopulations to entire metapopulations. We strive | ||
83 | towards standardised recording of elusive species with novel | 83 | towards standardised recording of elusive species with novel | ||
84 | techniques, assessing environmental variables and combining these | 84 | techniques, assessing environmental variables and combining these | ||
85 | field data with data from remote sensing. We determine limiting | 85 | field data with data from remote sensing. We determine limiting | ||
86 | factors (habitat, climate, resources) and predict species occurrence | 86 | factors (habitat, climate, resources) and predict species occurrence | ||
87 | and habitat suitability with modelling techniques.\r\n\r\nThese models | 87 | and habitat suitability with modelling techniques.\r\n\r\nThese models | ||
88 | allow to predict species occurrence patterns and to delineate | 88 | allow to predict species occurrence patterns and to delineate | ||
89 | evidence-based priority areas for conservation. Our long-term | 89 | evidence-based priority areas for conservation. Our long-term | ||
90 | collaboration with federal and cantonal stakeholders of forest and | 90 | collaboration with federal and cantonal stakeholders of forest and | ||
91 | nature conservation enables the combination of research results with | 91 | nature conservation enables the combination of research results with | ||
92 | conservation requirements (e.g. species action plans, forest | 92 | conservation requirements (e.g. species action plans, forest | ||
93 | biodiversity expert panel, scientific counsel for bat protection). | 93 | biodiversity expert panel, scientific counsel for bat protection). | ||
94 | While we investigate complete distribution ranges in bats, we focus on | 94 | While we investigate complete distribution ranges in bats, we focus on | ||
95 | forest habitats in birds and insects given the large extent and high | 95 | forest habitats in birds and insects given the large extent and high | ||
96 | importance of forests for biodiversity conservation in Switzerland.", | 96 | importance of forests for biodiversity conservation in Switzerland.", | ||
97 | "id": "32672ec5-c180-471e-92f7-ef58e00eb1fb", | 97 | "id": "32672ec5-c180-471e-92f7-ef58e00eb1fb", | ||
98 | "image_url": "2018-07-10-090115.162284LogoWSL.svg", | 98 | "image_url": "2018-07-10-090115.162284LogoWSL.svg", | ||
99 | "is_organization": true, | 99 | "is_organization": true, | ||
100 | "name": "conservation-biology", | 100 | "name": "conservation-biology", | ||
101 | "state": "active", | 101 | "state": "active", | ||
102 | "title": "Conservation Biology", | 102 | "title": "Conservation Biology", | ||
103 | "type": "organization" | 103 | "type": "organization" | ||
104 | }, | 104 | }, | ||
105 | "owner_org": "32672ec5-c180-471e-92f7-ef58e00eb1fb", | 105 | "owner_org": "32672ec5-c180-471e-92f7-ef58e00eb1fb", | ||
106 | "private": false, | 106 | "private": false, | ||
107 | "publication": "{\"publication_year\": \"2022\", \"publisher\": | 107 | "publication": "{\"publication_year\": \"2022\", \"publisher\": | ||
108 | \"EnviDat\"}", | 108 | \"EnviDat\"}", | ||
109 | "publication_state": "published", | 109 | "publication_state": "published", | ||
110 | "related_datasets": "", | 110 | "related_datasets": "", | ||
111 | "related_publications": "", | 111 | "related_publications": "", | ||
112 | "relationships_as_object": [], | 112 | "relationships_as_object": [], | ||
113 | "relationships_as_subject": [], | 113 | "relationships_as_subject": [], | ||
114 | "resource_type": "dataset", | 114 | "resource_type": "dataset", | ||
115 | "resource_type_general": "dataset", | 115 | "resource_type_general": "dataset", | ||
116 | "resources": [ | 116 | "resources": [ | ||
117 | { | 117 | { | ||
118 | "cache_last_updated": null, | 118 | "cache_last_updated": null, | ||
119 | "cache_url": null, | 119 | "cache_url": null, | ||
120 | "created": "2022-07-25T09:03:38.650524", | 120 | "created": "2022-07-25T09:03:38.650524", | ||
121 | "description": "Response data used for the modeling.\r\nLat: | 121 | "description": "Response data used for the modeling.\r\nLat: | ||
122 | latitude community plot\r\nLon: longitude community plot\r\nRichness: | 122 | latitude community plot\r\nLon: longitude community plot\r\nRichness: | ||
123 | species richness\t\r\nShannon: Shannon diversity index\t\r\nFDis: | 123 | species richness\t\r\nShannon: Shannon diversity index\t\r\nFDis: | ||
124 | functional dispersion\t\r\nTOP: Trait Onion Peeling (functional | 124 | functional dispersion\t\r\nTOP: Trait Onion Peeling (functional | ||
125 | richness)\r\nTED: Trait Even Distribution (functional | 125 | richness)\r\nTED: Trait Even Distribution (functional | ||
126 | evenness)\r\nLCBD_taxo: local community contributions to taxonomic | 126 | evenness)\r\nLCBD_taxo: local community contributions to taxonomic | ||
127 | beta diversity\t\r\nLCBD_fun: local community contributions to | 127 | beta diversity\t\r\nLCBD_fun: local community contributions to | ||
128 | functional beta diversity\r\nITD: community weighted means | 128 | functional beta diversity\r\nITD: community weighted means | ||
129 | inter-tegula distance\r\nfeeding_specialization: community weighted | 129 | inter-tegula distance\r\nfeeding_specialization: community weighted | ||
130 | means feeding specialization\t\r\ntong_length: community weighted | 130 | means feeding specialization\t\r\ntong_length: community weighted | ||
131 | means tongue length\r\nphenostart: community weighted means start of | 131 | means tongue length\r\nphenostart: community weighted means start of | ||
132 | the phenology\r\nphenoduration: community weighted means duration of | 132 | the phenology\r\nphenoduration: community weighted means duration of | ||
133 | the phenoloy\r\ncleptoparasite: community weighted means | 133 | the phenoloy\r\ncleptoparasite: community weighted means | ||
134 | cleptoparasites\r\nbelowgound: community weighted means proportion | 134 | cleptoparasites\r\nbelowgound: community weighted means proportion | ||
135 | belowground\r\nsolitary: community weighted means proportion | 135 | belowground\r\nsolitary: community weighted means proportion | ||
136 | solitary", | 136 | solitary", | ||
137 | "doi": "", | 137 | "doi": "", | ||
138 | "format": ".txt", | 138 | "format": ".txt", | ||
139 | "hash": "", | 139 | "hash": "", | ||
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145 | "name": "Taxonomic and functional metrics in the community | 145 | "name": "Taxonomic and functional metrics in the community | ||
146 | plots", | 146 | plots", | ||
147 | "package_id": "89138c9e-5bf6-4ef5-b8d2-d73f20b8b6de", | 147 | "package_id": "89138c9e-5bf6-4ef5-b8d2-d73f20b8b6de", | ||
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158 | c2f-33da-4b5e-a54a-990297987e74/download/diversity_data_complete.txt", | 158 | c2f-33da-4b5e-a54a-990297987e74/download/diversity_data_complete.txt", | ||
159 | "url_type": "upload" | 159 | "url_type": "upload" | ||
160 | }, | 160 | }, | ||
161 | { | 161 | { | ||
162 | "cache_last_updated": null, | 162 | "cache_last_updated": null, | ||
163 | "cache_url": null, | 163 | "cache_url": null, | ||
164 | "created": "2022-11-16T14:21:42.832676", | 164 | "created": "2022-11-16T14:21:42.832676", | ||
165 | "description": "The compress file includes the rster files of | 165 | "description": "The compress file includes the rster files of | ||
166 | the predictors used in the analyses, including the climate, resource | 166 | the predictors used in the analyses, including the climate, resource | ||
167 | availability, land-use and beekeeping intensity metrics.\r\n\r\nThe | 167 | availability, land-use and beekeeping intensity metrics.\r\n\r\nThe | ||
168 | raster on the climate contains the PCA axes on the CHELSA | 168 | raster on the climate contains the PCA axes on the CHELSA | ||
169 | variables.\r\nThe raster on resource availability contains the PCA | 169 | variables.\r\nThe raster on resource availability contains the PCA | ||
170 | axes on plant communities\r\nThe raster on land-use contains the | 170 | axes on plant communities\r\nThe raster on land-use contains the | ||
171 | land-use composition at 2500 m.\r\nThe raster on beekeeping intensity | 171 | land-use composition at 2500 m.\r\nThe raster on beekeeping intensity | ||
172 | contains thedensity of hives within 2500 m", | 172 | contains thedensity of hives within 2500 m", | ||
173 | "doi": "", | 173 | "doi": "", | ||
174 | "format": ".tiff", | 174 | "format": ".tiff", | ||
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177 | "last_modified": null, | 177 | "last_modified": null, | ||
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194 | }, | 194 | }, | ||
195 | { | 195 | { | ||
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198 | "created": "2022-12-08T10:04:02.855462", | 198 | "created": "2022-12-08T10:04:02.855462", | ||
199 | "description": "Protected areas considered, divided in three | 199 | "description": "Protected areas considered, divided in three | ||
200 | groups and rasters: protected areas sensu stricto, protected areas | 200 | groups and rasters: protected areas sensu stricto, protected areas | ||
201 | sensu lato and all protected areas", | 201 | sensu lato and all protected areas", | ||
202 | "doi": "", | 202 | "doi": "", | ||
203 | "format": ".tiff", | 203 | "format": ".tiff", | ||
204 | "hash": "", | 204 | "hash": "", | ||
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229 | "description": "The compress file containes a set of txt files | 229 | "description": "The compress file containes a set of txt files | ||
230 | with the variable importance, the model evaluation metrics and the | 230 | with the variable importance, the model evaluation metrics and the | ||
231 | partial dependence plots of each of the responses used (alpha and beta | 231 | partial dependence plots of each of the responses used (alpha and beta | ||
232 | taxonomic and functional diversity metrics; community weighted means | 232 | taxonomic and functional diversity metrics; community weighted means | ||
233 | of 8 functional traits)", | 233 | of 8 functional traits)", | ||
234 | "doi": "", | 234 | "doi": "", | ||
235 | "format": ".txt", | 235 | "format": ".txt", | ||
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240 | "mimetype": null, | 240 | "mimetype": null, | ||
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242 | "name": "Variable importance, model evaluation, partial | 242 | "name": "Variable importance, model evaluation, partial | ||
243 | dependence plots", | 243 | dependence plots", | ||
244 | "package_id": "89138c9e-5bf6-4ef5-b8d2-d73f20b8b6de", | 244 | "package_id": "89138c9e-5bf6-4ef5-b8d2-d73f20b8b6de", | ||
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255 | d1-801b-de7136611517/download/variable_importance_pdp_evaluation.zip", | 255 | d1-801b-de7136611517/download/variable_importance_pdp_evaluation.zip", | ||
256 | "url_type": "upload" | 256 | "url_type": "upload" | ||
257 | }, | 257 | }, | ||
258 | { | 258 | { | ||
259 | "cache_last_updated": null, | 259 | "cache_last_updated": null, | ||
260 | "cache_url": null, | 260 | "cache_url": null, | ||
261 | "created": "2023-01-19T10:00:59.004219", | 261 | "created": "2023-01-19T10:00:59.004219", | ||
262 | "description": "The .zip file contains the rasters of the | 262 | "description": "The .zip file contains the rasters of the | ||
263 | environmental predictors and the predicted responses:\n- | 263 | environmental predictors and the predicted responses:\n- | ||
264 | **Environmental predictors.**:\n\n - The raster on the climate | 264 | **Environmental predictors.**:\n\n - The raster on the climate | ||
265 | contains the PCA axes on the CHELSA variables.\n\n - The raster | 265 | contains the PCA axes on the CHELSA variables.\n\n - The raster | ||
266 | on resource availability contains the PCA axes on plant | 266 | on resource availability contains the PCA axes on plant | ||
267 | communities\n\n - The raster on land-use contains the land-use | 267 | communities\n\n - The raster on land-use contains the land-use | ||
268 | composition at 2500 m.\n\n - The raster on beekeeping intensity | 268 | composition at 2500 m.\n\n - The raster on beekeeping intensity | ||
269 | contains thedensity of hives within 2500 m\n\n- **Responses**: \n- | 269 | contains thedensity of hives within 2500 m\n\n- **Responses**: \n- | ||
270 | The predicted responses (alpha and beta taxonomic and functional | 270 | The predicted responses (alpha and beta taxonomic and functional | ||
n | 271 | metrics and the traits) without masking the waterbodies | n | 271 | metrics and the traits) without masking the waterbodies, used in the |
272 | (Diversity_stack_revised_Selected_descriptors.tif). It contains a | 272 | analyses (Diversity_stack_revised_Selected_descriptors.tif). It | ||
273 | stack of 20 responses in this order: \"belowgound\", | 273 | contains a stack of 20 responses in this order: \"belowgound\", | ||
274 | \"cleptoparasite\",\"FDis\", \"feeding_specialization\", \"FEve\", | 274 | \"cleptoparasite\",\"FDis\", \"feeding_specialization\", \"FEve\", | ||
275 | \"FRic\", \"InvSimpson\", \"ITD\",\"LCBD_fun\" | 275 | \"FRic\", \"InvSimpson\", \"ITD\",\"LCBD_fun\" | ||
276 | ,\"LCBD_taxo\",\"phenoduration\", \"phenostart\", \"Rao\", | 276 | ,\"LCBD_taxo\",\"phenoduration\", \"phenostart\", \"Rao\", | ||
277 | \"Richness\", \"Shannon\", \"Simpson\",\"solitary\", \"TED\", | 277 | \"Richness\", \"Shannon\", \"Simpson\",\"solitary\", \"TED\", | ||
278 | \"tong_length\", \"TOP\". \"FEve\", \"FRic\", \"InvSimpson\",\"Rao\", | 278 | \"tong_length\", \"TOP\". \"FEve\", \"FRic\", \"InvSimpson\",\"Rao\", | ||
279 | \"Simpson\" were not included in the linked paper.\n\n- The predicted | 279 | \"Simpson\" were not included in the linked paper.\n\n- The predicted | ||
280 | responses (alpha and beta taxonomic and functional metrics and the | 280 | responses (alpha and beta taxonomic and functional metrics and the | ||
281 | traits) masking the waterbodies (masked.stack.all.diversity.tiff). | 281 | traits) masking the waterbodies (masked.stack.all.diversity.tiff). | ||
n | 282 | It includes a stack of 15 responses, in this order: \"belowgound\", | n | 282 | It includes a stack of 15 responses (excludes \"FEve\", \"FRic\", |
283 | \"cleptoparasite\",\"FDis\", \"feeding_specialization\", | 283 | \"InvSimpson\",\"Rao\", \"Simpson\").\n", | ||
284 | \"ITD\",\"LCBD_fun\" ,\"LCBD_taxo\",\"phenoduration\", | ||||
285 | \"phenostart\",\"Richness\", \"Shannon\", \"solitary\", \"TED\", | ||||
286 | \"tong_length\", \"TOP\".\n", | ||||
287 | "doi": "", | 284 | "doi": "", | ||
288 | "format": ".zip", | 285 | "format": ".zip", | ||
289 | "hash": "", | 286 | "hash": "", | ||
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307 | "url_type": "upload" | 304 | "url_type": "upload" | ||
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313 | "description": "Zip file containing two rasters: the digital | 310 | "description": "Zip file containing two rasters: the digital | ||
314 | elevation model of Switzerland and the waterbodies of Switzerland.", | 311 | elevation model of Switzerland and the waterbodies of Switzerland.", | ||
315 | "doi": "", | 312 | "doi": "", | ||
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342 | "description": "Text file containing the scores of the 8 used | 339 | "description": "Text file containing the scores of the 8 used | ||
343 | traits. The data originates from the European trait database | 340 | traits. The data originates from the European trait database | ||
344 | (compiler: Stuart Roberts; pollinator loss module of the EU- FP6 ALARM | 341 | (compiler: Stuart Roberts; pollinator loss module of the EU- FP6 ALARM | ||
345 | project).", | 342 | project).", | ||
346 | "doi": "", | 343 | "doi": "", | ||
347 | "format": ".txt", | 344 | "format": ".txt", | ||
348 | "hash": "", | 345 | "hash": "", | ||
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354 | "name": "Wild bee trait data", | 351 | "name": "Wild bee trait data", | ||
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368 | "url_type": "upload" | 365 | "url_type": "upload" | ||
369 | } | 366 | } | ||
370 | ], | 367 | ], | ||
371 | "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[5.95587, | 368 | "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[5.95587, | ||
372 | 45.81802],[5.95587, 47.80838],[10.49203, 47.80838],[10.49203, | 369 | 45.81802],[5.95587, 47.80838],[10.49203, 47.80838],[10.49203, | ||
373 | 45.81802],[5.95587, 45.81802]]]}", | 370 | 45.81802],[5.95587, 45.81802]]]}", | ||
374 | "spatial_info": "Switzerland", | 371 | "spatial_info": "Switzerland", | ||
375 | "state": "active", | 372 | "state": "active", | ||
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381 | "name": "ANTHOPHILA", | 378 | "name": "ANTHOPHILA", | ||
382 | "state": "active", | 379 | "state": "active", | ||
383 | "vocabulary_id": null | 380 | "vocabulary_id": null | ||
384 | }, | 381 | }, | ||
385 | { | 382 | { | ||
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396 | "state": "active", | 393 | "state": "active", | ||
397 | "vocabulary_id": null | 394 | "vocabulary_id": null | ||
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419 | }, | 416 | }, | ||
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463 | "display_name": "URBANIZATION", | 460 | "display_name": "URBANIZATION", | ||
464 | "id": "80141c83-e3e9-43b5-9c76-abad1e74852c", | 461 | "id": "80141c83-e3e9-43b5-9c76-abad1e74852c", | ||
465 | "name": "URBANIZATION", | 462 | "name": "URBANIZATION", | ||
466 | "state": "active", | 463 | "state": "active", | ||
467 | "vocabulary_id": null | 464 | "vocabulary_id": null | ||
468 | }, | 465 | }, | ||
469 | { | 466 | { | ||
470 | "display_name": "WILD BEE", | 467 | "display_name": "WILD BEE", | ||
471 | "id": "10e8f4f5-57a9-4bdc-979d-2843508c4cca", | 468 | "id": "10e8f4f5-57a9-4bdc-979d-2843508c4cca", | ||
472 | "name": "WILD BEE", | 469 | "name": "WILD BEE", | ||
473 | "state": "active", | 470 | "state": "active", | ||
474 | "vocabulary_id": null | 471 | "vocabulary_id": null | ||
475 | } | 472 | } | ||
476 | ], | 473 | ], | ||
477 | "title": "Data on wild bee taxonomic and functional diversity in | 474 | "title": "Data on wild bee taxonomic and functional diversity in | ||
478 | Switzerland", | 475 | Switzerland", | ||
479 | "type": "dataset", | 476 | "type": "dataset", | ||
480 | "url": null, | 477 | "url": null, | ||
481 | "version": "1.0" | 478 | "version": "1.0" | ||
482 | } | 479 | } |