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{
            
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  "author": "[{\"given_name\": \"Joan\", \"name\": \"Casanelles 
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  "author": "[{\"given_name\": \"Joan\", \"name\": \"Casanelles 
            
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Abella\", \"email\": \"joan.casanelles@wsl.ch\", \"data_credit\": [], 
3
Abella\", \"email\": \"joan.casanelles@wsl.ch\", \"data_credit\": [], 
            
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\"identifier\": \"0000-0003-1924-9298\"}, {\"given_name\": 
4
\"identifier\": \"0000-0003-1924-9298\"}, {\"given_name\": 
            
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\"Katherine\", \"name\": \"Baldock\", \"email\": 
5
\"Katherine\", \"name\": \"Baldock\", \"email\": 
            
6
\"k.baldock@northumbria.ac.uk\", \"data_credit\": [], \"identifier\": 
6
\"k.baldock@northumbria.ac.uk\", \"data_credit\": [], \"identifier\": 
            
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\"https://orcid.org/0000-0001-6849-8747\", \"affiliation\": 
7
\"https://orcid.org/0000-0001-6849-8747\", \"affiliation\": 
            
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\"Northumbria University\"}, {\"given_name\": \"Sara\", \"name\": 
8
\"Northumbria University\"}, {\"given_name\": \"Sara\", \"name\": 
            
9
\"Leonhardt\", \"email\": \"sara.leondhardt@tum.de\", \"data_credit\": 
9
\"Leonhardt\", \"email\": \"sara.leondhardt@tum.de\", \"data_credit\": 
            
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[], \"identifier\": \"https://orcid.org/0000-0002-8154-9569\", 
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[], \"identifier\": \"https://orcid.org/0000-0002-8154-9569\", 
            
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\"affiliation\": \"TUM\"}, {\"given_name\": \"Marco\", \"name\": 
11
\"affiliation\": \"TUM\"}, {\"given_name\": \"Marco\", \"name\": 
            
12
\"Moretti\", \"email\": \"marco.moretti@wsl.ch\", \"data_credit\": [], 
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\"Moretti\", \"email\": \"marco.moretti@wsl.ch\", \"data_credit\": [], 
            
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\"identifier\": \"0000-0002-5845-3198\", \"affiliation\": \"WSL\"}, 
13
\"identifier\": \"0000-0002-5845-3198\", \"affiliation\": \"WSL\"}, 
            
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{\"given_name\": \"Mark\", \"name\": \"Patterson\", \"email\": 
14
{\"given_name\": \"Mark\", \"name\": \"Patterson\", \"email\": 
            
15
\"Info@apicultural.co.uk\", \"data_credit\": [], \"identifier\": \"\", 
15
\"Info@apicultural.co.uk\", \"data_credit\": [], \"identifier\": \"\", 
            
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\"affiliation\": \"Apicultural\"}, {\"given_name\": \"Monika\", 
16
\"affiliation\": \"Apicultural\"}, {\"given_name\": \"Monika\", 
            
17
\"name\": \"Egerer\", \"email\": \"monika.egerer@tum.de\", 
17
\"name\": \"Egerer\", \"email\": \"monika.egerer@tum.de\", 
            
18
\"data_credit\": [], \"identifier\": 
18
\"data_credit\": [], \"identifier\": 
            
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\"https://orcid.org/0000-0002-3304-0725\", \"affiliation\": 
19
\"https://orcid.org/0000-0002-3304-0725\", \"affiliation\": 
            
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\"TUM\"}]",
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\"TUM\"}]",
            
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  "author_email": null,
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  "author_email": null,
            
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  "creator_user_id": "209d9eae-601f-4860-b46d-32f16878fae0",
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  "creator_user_id": "209d9eae-601f-4860-b46d-32f16878fae0",
            
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  "date": 
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  "date": 
            
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:\"collected\",\"date\":\"2023-02-01\",\"end_date\":\"2023-12-31\"}]",
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:\"collected\",\"date\":\"2023-02-01\",\"end_date\":\"2023-12-31\"}]",
            
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  "doi": "10.16904/envidat.504",
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  "doi": "10.16904/envidat.504",
            
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  "funding": "[{\"institution\":\"Swiss National Science 
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  "funding": "[{\"institution\":\"Swiss National Science 
            
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Foundation\",\"grant_number\":\"217754\",\"institution_url\":\"\"}]",
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Foundation\",\"grant_number\":\"217754\",\"institution_url\":\"\"}]",
            
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  "groups": [],
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  "groups": [],
            
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  "id": "152adc29-96fd-4616-851c-39d3e30d159d",
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  "id": "152adc29-96fd-4616-851c-39d3e30d159d",
            
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  "isopen": true,
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  "isopen": true,
            
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  "license_id": "CC0-1.0",
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  "license_id": "CC0-1.0",
            
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  "license_title": "Creative Commons Zero - No Rights Reserved (CC0 
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  "license_title": "Creative Commons Zero - No Rights Reserved (CC0 
            
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1.0)",
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1.0)",
            
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  "license_url": "https://creativecommons.org/publicdomain/zero/1.0/",
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  "license_url": "https://creativecommons.org/publicdomain/zero/1.0/",
            
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  "maintainer": 
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  "maintainer": 
            
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casanelles@wsl.ch\",\"given_name\":\"Joan\",\"name\":\"Casanelles\"}",
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casanelles@wsl.ch\",\"given_name\":\"Joan\",\"name\":\"Casanelles\"}",
            
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  "maintainer_email": null,
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  "maintainer_email": null,
            
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  "metadata_created": "2024-03-18T13:13:58.852842",
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  "metadata_created": "2024-03-18T13:13:58.852842",
            
n
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  "metadata_modified": "2024-05-24T07:17:46.650776",
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  "metadata_modified": "2024-08-12T14:35:01.842395",
            
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  "name": "figures-perspective-urban-beekeeping",
40
  "name": "figures-perspective-urban-beekeeping",
            
41
  "notes": "Data and code from the perspective paper \"When honeybees 
41
  "notes": "Data and code from the perspective paper \"When honeybees 
            
42
comes to town\" \n\nThe .r file  provides the code to generate the 
42
comes to town\" \n\nThe .r file  provides the code to generate the 
            
43
figures.\n\nIn addition, this repository  contains the data for the 
43
figures.\n\nIn addition, this repository  contains the data for the 
            
44
figures 1-3. \nFor Figure 4, part of the data is confidential, Please, 
44
figures 1-3. \nFor Figure 4, part of the data is confidential, Please, 
            
45
refer to the contacts provided:\n- For the distribution of hives in 
45
refer to the contacts provided:\n- For the distribution of hives in 
            
46
Zurich (2018):  
46
Zurich (2018):  
            
47
https://www.zh.ch/de/gesundheitsdirektion/veterinaeramt.html\n- For 
47
https://www.zh.ch/de/gesundheitsdirektion/veterinaeramt.html\n- For 
            
48
the overheating map of Zurich: Prof. Dr. Eberhard Parlow / Stadt 
48
the overheating map of Zurich: Prof. Dr. Eberhard Parlow / Stadt 
            
49
Zurich 
49
Zurich 
            
50
/definitionsseite/2012/68/zup068_2012_a0030_klimaanalyse-pdf.html)\n",
50
/definitionsseite/2012/68/zup068_2012_a0030_klimaanalyse-pdf.html)\n",
            
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  "num_resources": 12,
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  "num_resources": 12,
            
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  "num_tags": 6,
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  "num_tags": 6,
            
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  "organization": {
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  "organization": {
            
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    "approval_status": "approved",
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    "approval_status": "approved",
            
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    "created": "2018-05-18T09:12:30.577470",
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    "created": "2018-05-18T09:12:30.577470",
            
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    "description": "We study the relationship between threatened 
56
    "description": "We study the relationship between threatened 
            
57
species and their habitat with the objective to develop evidence-based 
57
species and their habitat with the objective to develop evidence-based 
            
58
instruments for conservation. The viability of populations of habitat 
58
instruments for conservation. The viability of populations of habitat 
            
59
specialists is often limited due to restricted availability of 
59
specialists is often limited due to restricted availability of 
            
60
suitable habitat or discontinuous distribution. We focus on selected 
60
suitable habitat or discontinuous distribution. We focus on selected 
            
61
animal species of conservation concern (forest birds, bats, forest 
61
animal species of conservation concern (forest birds, bats, forest 
            
62
insects) and analyse species-habitat relationships at a scale ranging 
62
insects) and analyse species-habitat relationships at a scale ranging 
            
63
from single subpopulations to entire metapopulations. We strive 
63
from single subpopulations to entire metapopulations. We strive 
            
64
towards standardised recording of elusive species with novel 
64
towards standardised recording of elusive species with novel 
            
65
techniques, assessing environmental variables and combining these 
65
techniques, assessing environmental variables and combining these 
            
66
field data with data from remote sensing. We determine limiting 
66
field data with data from remote sensing. We determine limiting 
            
67
factors (habitat, climate, resources) and predict species occurrence 
67
factors (habitat, climate, resources) and predict species occurrence 
            
68
and habitat suitability with modelling techniques.\r\n\r\nThese models 
68
and habitat suitability with modelling techniques.\r\n\r\nThese models 
            
69
allow to predict species occurrence patterns and to delineate 
69
allow to predict species occurrence patterns and to delineate 
            
70
evidence-based priority areas for conservation. Our long-term 
70
evidence-based priority areas for conservation. Our long-term 
            
71
collaboration with federal and cantonal stakeholders of forest and 
71
collaboration with federal and cantonal stakeholders of forest and 
            
72
nature conservation enables the combination of research results with 
72
nature conservation enables the combination of research results with 
            
73
conservation requirements (e.g. species action plans, forest 
73
conservation requirements (e.g. species action plans, forest 
            
74
biodiversity expert panel, scientific counsel for bat protection). 
74
biodiversity expert panel, scientific counsel for bat protection). 
            
75
While we investigate complete distribution ranges in bats, we focus on 
75
While we investigate complete distribution ranges in bats, we focus on 
            
76
forest habitats in birds and insects given the large extent and high 
76
forest habitats in birds and insects given the large extent and high 
            
77
importance of forests for biodiversity conservation in Switzerland.",
77
importance of forests for biodiversity conservation in Switzerland.",
            
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    "id": "32672ec5-c180-471e-92f7-ef58e00eb1fb",
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    "id": "32672ec5-c180-471e-92f7-ef58e00eb1fb",
            
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    "image_url": "2018-07-10-090115.162284LogoWSL.svg",
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    "image_url": "2018-07-10-090115.162284LogoWSL.svg",
            
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    "is_organization": true,
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    "is_organization": true,
            
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    "name": "conservation-biology",
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    "name": "conservation-biology",
            
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    "state": "active",
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    "state": "active",
            
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    "title": "Conservation Biology",
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    "title": "Conservation Biology",
            
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    "type": "organization"
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    "type": "organization"
            
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  },
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  },
            
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  "owner_org": "32672ec5-c180-471e-92f7-ef58e00eb1fb",
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  "owner_org": "32672ec5-c180-471e-92f7-ef58e00eb1fb",
            
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  "private": false,
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  "private": false,
            
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  "publication": 
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  "publication": 
            
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"{\"publisher\":\"EnviDat\",\"publication_year\":\"2024\"}",
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"{\"publisher\":\"EnviDat\",\"publication_year\":\"2024\"}",
            
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  "publication_state": "published",
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  "publication_state": "published",
            
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  "relationships_as_object": [],
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  "relationships_as_object": [],
            
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  "relationships_as_subject": [],
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  "relationships_as_subject": [],
            
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  "resource_type": "dataset",
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  "resource_type": "dataset",
            
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  "resource_type_general": "dataset",
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  "resource_type_general": "dataset",
            
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  "resources": [
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  "resources": [
            
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    {
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    {
            
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      "cache_last_updated": null,
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      "created": "2024-03-18T13:25:37.566517",
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      "created": "2024-03-18T13:25:37.566517",
            
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      "description": " The file shows the results from the literature 
100
      "description": " The file shows the results from the literature 
            
101
review. Briefly, we searched papers using google scholar search engine 
101
review. Briefly, we searched papers using google scholar search engine 
            
102
using the following query: (\u201cWILD BEE OR 
102
using the following query: (\u201cWILD BEE OR 
            
103
WILDBEE\u201d)(\u201cURBAN\u201d OR \u201cCITY\u201d), and limited the 
103
WILDBEE\u201d)(\u201cURBAN\u201d OR \u201cCITY\u201d), and limited the 
            
104
time span from 2010-2023. The search query returned 200 candidate 
104
time span from 2010-2023. The search query returned 200 candidate 
            
105
papers. In addition, we complemented the candidate papers from the 
105
papers. In addition, we complemented the candidate papers from the 
            
106
literature research performed by Ferrari & Polidori (2022), adding 22 
106
literature research performed by Ferrari & Polidori (2022), adding 22 
            
107
additional candidate papers. To select papers, we checked that (1) 
107
additional candidate papers. To select papers, we checked that (1) 
            
108
were conducted in urban areas; (2) sampled the whole bee community; 
108
were conducted in urban areas; (2) sampled the whole bee community; 
            
109
(3) provided data on abundance of wildbees; (4) provided data on 
109
(3) provided data on abundance of wildbees; (4) provided data on 
            
110
honeybees; and (5) provided individual abundance data of each wild bee 
110
honeybees; and (5) provided individual abundance data of each wild bee 
            
111
species. \n\nThe dataset contains the following:\n-Article_ID: ID for 
111
species. \n\nThe dataset contains the following:\n-Article_ID: ID for 
            
112
the specific article in the form \"A1\", \"A2\"...\"An\"\t\n- Title: 
112
the specific article in the form \"A1\", \"A2\"...\"An\"\t\n- Title: 
            
113
of the article\t\n- Year: of publication\t\n- Journal: of 
113
of the article\t\n- Year: of publication\t\n- Journal: of 
            
114
publication\t\n- Publisher:\t\n- Link: link to the publication\t\n- 
114
publication\t\n- Publisher:\t\n- Link: link to the publication\t\n- 
            
115
DOI: when applicable\t\n- Total abundance wild bees reported: was the 
115
DOI: when applicable\t\n- Total abundance wild bees reported: was the 
            
116
total number of collected bees reported? Logical (Y/N)\t\n- Honey bee 
116
total number of collected bees reported? Logical (Y/N)\t\n- Honey bee 
            
117
abundance reported: was thenumber of honeybees collected reported? 
117
abundance reported: was thenumber of honeybees collected reported? 
            
118
\tLogical (Y/N)\t\n- Abundance per wild bee species: was the number of 
118
\tLogical (Y/N)\t\n- Abundance per wild bee species: was the number of 
            
119
wildbee species sampled provided? Logical (Y/N)\t\n- Select 
119
wildbee species sampled provided? Logical (Y/N)\t\n- Select 
            
120
proportion: paper selected to calculate the proportion of honeybees 
120
proportion: paper selected to calculate the proportion of honeybees 
            
121
and wildbees.\t\n- Select RAD: paper selected to compute the 
121
and wildbees.\t\n- Select RAD: paper selected to compute the 
            
122
rank-abundance distribution diagram \t\nComment: comments on the 
122
rank-abundance distribution diagram \t\nComment: comments on the 
            
123
papers, data availability, etc.\n",
123
papers, data availability, etc.\n",
            
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      "mimetype": "text/csv",
            
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      "name": "Results literature review",
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      "name": "Results literature review",
            
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      "url": 
            
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58cb93030b07/download/20240301_literature_review_paper_selection.csv",
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58cb93030b07/download/20240301_literature_review_paper_selection.csv",
            
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      "name": "DEPRECATED. Data growth urban beekeeping",
158
      "name": "DEPRECATED. Data growth urban beekeeping",
            
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      "description": "Coordinates (LatLon format) of the cities where 
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      "description": "Coordinates (LatLon format) of the cities where 
            
176
data from urban bee ecology studies was used.",
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data from urban bee ecology studies was used.",
            
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      "name": "Coordinates studied cities",
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      "created": "2024-03-18T16:10:56.952847",
            
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      "description": "The dataset contains the proportion of wildbees 
202
      "description": "The dataset contains the proportion of wildbees 
            
203
and honeybees in the different studies obtained from the literature 
203
and honeybees in the different studies obtained from the literature 
            
204
review.\n\nArticle_ID: ID for each article, in the form of \"A1\", 
204
review.\n\nArticle_ID: ID for each article, in the form of \"A1\", 
            
205
\"A2\", ..., \"An\"\t\nDOI\t\nAuthors\t\nYear: publication 
205
\"A2\", ..., \"An\"\t\nDOI\t\nAuthors\t\nYear: publication 
            
206
year\t\nDuration sampling (years): numerical \t\nStart_sampling: 
206
year\t\nDuration sampling (years): numerical \t\nStart_sampling: 
            
207
numerical, date\t\nEnd_sampling: numerical, 
207
numerical, date\t\nEnd_sampling: numerical, 
            
208
date\t\nContinent\t\nCountry\t\nN. cities: number of cities sampled in 
208
date\t\nContinent\t\nCountry\t\nN. cities: number of cities sampled in 
            
209
the article. Numerical.\t\nCity\t\nSampling type: categorical. Levels: 
209
the article. Numerical.\t\nCity\t\nSampling type: categorical. Levels: 
            
210
active (e.g., Hand-netting); passive (e.g., pantraps. trap-nests); 
210
active (e.g., Hand-netting); passive (e.g., pantraps. trap-nests); 
            
211
both (combination of passive and active methods).\t\nSampling 
211
both (combination of passive and active methods).\t\nSampling 
            
212
methodology: categorical. Levels: direct observations, hand-netting, 
212
methodology: categorical. Levels: direct observations, hand-netting, 
            
213
pantraps, interception traps, vane traps.\t\nNumber sites: total 
213
pantraps, interception traps, vane traps.\t\nNumber sites: total 
            
214
number of study sites.\t\nAbundance honeybees: number of honeybees 
214
number of study sites.\t\nAbundance honeybees: number of honeybees 
            
215
recorded\t\nAbundance wild bees: number of wildbees recorded\t\nTotal 
215
recorded\t\nAbundance wild bees: number of wildbees recorded\t\nTotal 
            
216
bees: total number of bees\trecorded.\nProportion honeybees: Abundance 
216
bees: total number of bees\trecorded.\nProportion honeybees: Abundance 
            
217
of honeybees / Total number of bees\t\nProportion wildbees: Abundance 
217
of honeybees / Total number of bees\t\nProportion wildbees: Abundance 
            
218
of wildbees / Total number of bees",
218
of wildbees / Total number of bees",
            
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      "description": "Bee communities, and dominance patterns, from 
244
      "description": "Bee communities, and dominance patterns, from 
            
245
urban ecology studies in cities around the world",
245
urban ecology studies in cities around the world",
            
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      "name": "Data rank-abundance distribution urban bees",
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      "created": "2024-04-18T08:04:28.961980",
            
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      "description": "The dataset contains the number of beehives per 
271
      "description": "The dataset contains the number of beehives per 
            
272
registered beekeeper ID (annonymised) in four Swiss cities (Bern, 
272
registered beekeeper ID (annonymised) in four Swiss cities (Bern, 
            
273
Lausanne, Geneve, Zurich). \n",
273
Lausanne, Geneve, Zurich). \n",
            
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      "name": "DEPRECATED. Distirbution beehives among beekeepers",
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      "name": "DEPRECATED. Distirbution beehives among beekeepers",
            
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      "created": "2024-04-18T08:14:05.713861",
            
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      "description": "The dataset contains the average NDVI values 
299
      "description": "The dataset contains the average NDVI values 
            
300
around beehives in Zurich at three spatial scales (250, 500 and 1000 
300
around beehives in Zurich at three spatial scales (250, 500 and 1000 
            
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m). It contains 3 columns_\n- buffer: indicating the spatial scale\n- 
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m). It contains 3 columns_\n- buffer: indicating the spatial scale\n- 
            
302
ID: hive ID (annonymised)\n- mean.NDVI: mean NDVI value",
302
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      "name": "NDVI values within 3 buffers  in hives in Zurich",
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      "description": "The dataset contains the average overheating 
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      "description": "The dataset contains the average overheating 
            
329
values around beehives in Zurich at three spatial scales (250, 500 and 
329
values around beehives in Zurich at three spatial scales (250, 500 and 
            
330
1000 m). It contains 4 columns:\n- buffer: indicating the spatial 
330
1000 m). It contains 4 columns:\n- buffer: indicating the spatial 
            
331
scale\n-ID: hive ID (annonymised)\n- mean.overwarming: mean 
331
scale\n-ID: hive ID (annonymised)\n- mean.overwarming: mean 
            
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overheating value, expressed in degrees Kelvin\n-mena.overwarming.cor 
332
overheating value, expressed in degrees Kelvin\n-mena.overwarming.cor 
            
333
= transformed values do degrees Celsius\n\n",
333
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      "name": "Local overheating values within 3 buffers in hives in 
            
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Zurich",
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Zurich",
            
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      "description": "The dataset contains the number of beehives per 
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      "description": "The dataset contains the number of beehives per 
            
413
registered beekeeper ID (annonymised) in four Swiss cities (Bern, 
413
registered beekeeper ID (annonymised) in four Swiss cities (Bern, 
            
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Lausanne, Geneve, Zurich) and Paris.\r\n",
414
Lausanne, Geneve, Zurich) and Paris.\r\n",
            
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      "name": " Distribution beehives among beekeepers ",
            
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      "description": "The dataset contains the data of the growth of 
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      "description": "The dataset contains the data of the growth of 
            
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urban beekeeping in different cities.\n\nFor each city in a given 
442
urban beekeeping in different cities.\n\nFor each city in a given 
            
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year, it contains the following:\nContinent.\nCountry.\nCity: the name 
443
year, it contains the following:\nContinent.\nCountry.\nCity: the name 
            
444
of the city\nYear: the year when the information was collected\nArea: 
444
of the city\nYear: the year when the information was collected\nArea: 
            
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of the city\nTotal N. beekeepers: when available, the estimated number 
445
of the city\nTotal N. beekeepers: when available, the estimated number 
            
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of beekeepers in that city for that given year\nTotal N. hives: when 
446
of beekeepers in that city for that given year\nTotal N. hives: when 
            
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available, the estimated number of beehives in that city for that 
447
available, the estimated number of beehives in that city for that 
            
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given year\nDensity: the total number of hives divided by the city 
448
given year\nDensity: the total number of hives divided by the city 
            
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area\nReference: the source of the information.\n",
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area\nReference: the source of the information.\n",
            
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      "id": "d0f94205-2a98-40a6-b8c4-5f697e6f17cd",
514
      "id": "d0f94205-2a98-40a6-b8c4-5f697e6f17cd",
            
515
      "name": "WILDBEES",
515
      "name": "WILDBEES",
            
516
      "state": "active",
516
      "state": "active",
            
517
      "vocabulary_id": null
517
      "vocabulary_id": null
            
518
    }
518
    }
            
519
  ],
519
  ],
            
520
  "title": "Figures perspective urban beekeeping",
520
  "title": "Figures perspective urban beekeeping",
            
521
  "type": "dataset",
521
  "type": "dataset",
            
522
  "url": null
522
  "url": null
            
523
}
523
}