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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\": [], 
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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\": 
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\"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\": [], 
12
\"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\": 
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{\"given_name\": \"Mark\", \"name\": \"Patterson\", \"email\": 
            
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\"Info@apicultural.co.uk\", \"data_credit\": [], \"identifier\": \"\", 
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\"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\": 
            
19
\"https://orcid.org/0000-0002-3304-0725\", \"affiliation\": 
19
\"https://orcid.org/0000-0002-3304-0725\", \"affiliation\": 
            
20
\"TUM\"}]",
20
\"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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  "extras": [
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b5-45e0-a56c-b3ef34373ed9\",\"2cbc89cf-9a61-470d-9782-d06683905aec\"]"
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61-470d-9782-d06683905aec\",\"017ec9fb-051e-44b5-802b-c2a9ebb519f3\"]"
            
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    }
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    }
            
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  ],
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  ],
            
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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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  "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",
            
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  "metadata_modified": "2024-11-28T14:42:50.462003",
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  "metadata_modified": "2024-11-28T14:42:51.214997",
            
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  "name": "figures-perspective-urban-beekeeping",
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  "name": "figures-perspective-urban-beekeeping",
            
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  "notes": "Data and code from the perspective paper \"When honeybees 
48
  "notes": "Data and code from the perspective paper \"When honeybees 
            
49
comes to town\" \n\nThe .r file  provides the code to generate the 
49
comes to town\" \n\nThe .r file  provides the code to generate the 
            
50
figures.\n\nIn addition, this repository  contains the data for the 
50
figures.\n\nIn addition, this repository  contains the data for the 
            
51
figures 1-3. \nFor Figure 4, part of the data is confidential, Please, 
51
figures 1-3. \nFor Figure 4, part of the data is confidential, Please, 
            
52
refer to the contacts provided:\n- For the distribution of hives in 
52
refer to the contacts provided:\n- For the distribution of hives in 
            
53
Zurich (2018):  
53
Zurich (2018):  
            
54
https://www.zh.ch/de/gesundheitsdirektion/veterinaeramt.html\n- For 
54
https://www.zh.ch/de/gesundheitsdirektion/veterinaeramt.html\n- For 
            
55
the overheating map of Zurich: Prof. Dr. Eberhard Parlow / Stadt 
55
the overheating map of Zurich: Prof. Dr. Eberhard Parlow / Stadt 
            
56
Zurich 
56
Zurich 
            
57
/definitionsseite/2012/68/zup068_2012_a0030_klimaanalyse-pdf.html)\n",
57
/definitionsseite/2012/68/zup068_2012_a0030_klimaanalyse-pdf.html)\n",
            
58
  "num_resources": 14,
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  "num_resources": 14,
            
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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",
            
63
    "description": "We study the relationship between threatened 
63
    "description": "We study the relationship between threatened 
            
64
species and their habitat with the objective to develop evidence-based 
64
species and their habitat with the objective to develop evidence-based 
            
65
instruments for conservation. The viability of populations of habitat 
65
instruments for conservation. The viability of populations of habitat 
            
66
specialists is often limited due to restricted availability of 
66
specialists is often limited due to restricted availability of 
            
67
suitable habitat or discontinuous distribution. We focus on selected 
67
suitable habitat or discontinuous distribution. We focus on selected 
            
68
animal species of conservation concern (forest birds, bats, forest 
68
animal species of conservation concern (forest birds, bats, forest 
            
69
insects) and analyse species-habitat relationships at a scale ranging 
69
insects) and analyse species-habitat relationships at a scale ranging 
            
70
from single subpopulations to entire metapopulations. We strive 
70
from single subpopulations to entire metapopulations. We strive 
            
71
towards standardised recording of elusive species with novel 
71
towards standardised recording of elusive species with novel 
            
72
techniques, assessing environmental variables and combining these 
72
techniques, assessing environmental variables and combining these 
            
73
field data with data from remote sensing. We determine limiting 
73
field data with data from remote sensing. We determine limiting 
            
74
factors (habitat, climate, resources) and predict species occurrence 
74
factors (habitat, climate, resources) and predict species occurrence 
            
75
and habitat suitability with modelling techniques.\r\n\r\nThese models 
75
and habitat suitability with modelling techniques.\r\n\r\nThese models 
            
76
allow to predict species occurrence patterns and to delineate 
76
allow to predict species occurrence patterns and to delineate 
            
77
evidence-based priority areas for conservation. Our long-term 
77
evidence-based priority areas for conservation. Our long-term 
            
78
collaboration with federal and cantonal stakeholders of forest and 
78
collaboration with federal and cantonal stakeholders of forest and 
            
79
nature conservation enables the combination of research results with 
79
nature conservation enables the combination of research results with 
            
80
conservation requirements (e.g. species action plans, forest 
80
conservation requirements (e.g. species action plans, forest 
            
81
biodiversity expert panel, scientific counsel for bat protection). 
81
biodiversity expert panel, scientific counsel for bat protection). 
            
82
While we investigate complete distribution ranges in bats, we focus on 
82
While we investigate complete distribution ranges in bats, we focus on 
            
83
forest habitats in birds and insects given the large extent and high 
83
forest habitats in birds and insects given the large extent and high 
            
84
importance of forests for biodiversity conservation in Switzerland.",
84
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 
107
      "description": " The file shows the results from the literature 
            
108
review. Briefly, we searched papers using google scholar search engine 
108
review. Briefly, we searched papers using google scholar search engine 
            
109
using the following query: (\u201cWILD BEE OR 
109
using the following query: (\u201cWILD BEE OR 
            
110
WILDBEE\u201d)(\u201cURBAN\u201d OR \u201cCITY\u201d), and limited the 
110
WILDBEE\u201d)(\u201cURBAN\u201d OR \u201cCITY\u201d), and limited the 
            
111
time span from 2010-2023. The search query returned 200 candidate 
111
time span from 2010-2023. The search query returned 200 candidate 
            
112
papers. In addition, we complemented the candidate papers from the 
112
papers. In addition, we complemented the candidate papers from the 
            
113
literature research performed by Ferrari & Polidori (2022), adding 22 
113
literature research performed by Ferrari & Polidori (2022), adding 22 
            
114
additional candidate papers. To select papers, we checked that (1) 
114
additional candidate papers. To select papers, we checked that (1) 
            
115
were conducted in urban areas; (2) sampled the whole bee community; 
115
were conducted in urban areas; (2) sampled the whole bee community; 
            
116
(3) provided data on abundance of wildbees; (4) provided data on 
116
(3) provided data on abundance of wildbees; (4) provided data on 
            
117
honeybees; and (5) provided individual abundance data of each wild bee 
117
honeybees; and (5) provided individual abundance data of each wild bee 
            
118
species. \n\nThe dataset contains the following:\n-Article_ID: ID for 
118
species. \n\nThe dataset contains the following:\n-Article_ID: ID for 
            
119
the specific article in the form \"A1\", \"A2\"...\"An\"\t\n- Title: 
119
the specific article in the form \"A1\", \"A2\"...\"An\"\t\n- Title: 
            
120
of the article\t\n- Year: of publication\t\n- Journal: of 
120
of the article\t\n- Year: of publication\t\n- Journal: of 
            
121
publication\t\n- Publisher:\t\n- Link: link to the publication\t\n- 
121
publication\t\n- Publisher:\t\n- Link: link to the publication\t\n- 
            
122
DOI: when applicable\t\n- Total abundance wild bees reported: was the 
122
DOI: when applicable\t\n- Total abundance wild bees reported: was the 
            
123
total number of collected bees reported? Logical (Y/N)\t\n- Honey bee 
123
total number of collected bees reported? Logical (Y/N)\t\n- Honey bee 
            
124
abundance reported: was thenumber of honeybees collected reported? 
124
abundance reported: was thenumber of honeybees collected reported? 
            
125
\tLogical (Y/N)\t\n- Abundance per wild bee species: was the number of 
125
\tLogical (Y/N)\t\n- Abundance per wild bee species: was the number of 
            
126
wildbee species sampled provided? Logical (Y/N)\t\n- Select 
126
wildbee species sampled provided? Logical (Y/N)\t\n- Select 
            
127
proportion: paper selected to calculate the proportion of honeybees 
127
proportion: paper selected to calculate the proportion of honeybees 
            
128
and wildbees.\t\n- Select RAD: paper selected to compute the 
128
and wildbees.\t\n- Select RAD: paper selected to compute the 
            
129
rank-abundance distribution diagram \t\nComment: comments on the 
129
rank-abundance distribution diagram \t\nComment: comments on the 
            
130
papers, data availability, etc.\n",
130
papers, data availability, etc.\n",
            
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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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      "description": "Coordinates (LatLon format) of the cities where 
            
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data from urban bee ecology studies was used.",
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data from urban bee ecology studies was used.",
            
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honeybees and wildbees\"",
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      "name": "Data rank-abundance distribution urban bees",
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      "name": "Data rank-abundance distribution urban bees",
            
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      "state": "active",
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/7ab40a8e-a8b5-45e0-a56c-b3ef34373ed9/download/20240308_rad_bees.csv",
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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 
            
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registered beekeeper ID (annonymised) in four Swiss cities (Bern, 
263
registered beekeeper ID (annonymised) in four Swiss cities (Bern, 
            
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Lausanne, Geneve, Zurich). \n",
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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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4cf3-8c14-8233f78c367a/download/20240417_rad_beehives_beekeepers.csv",
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      "created": "2024-04-18T08:14:05.713861",
            
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      "description": "The dataset contains the average NDVI values 
290
      "description": "The dataset contains the average NDVI values 
            
291
around beehives in Zurich at three spatial scales (250, 500 and 1000 
291
around beehives in Zurich at three spatial scales (250, 500 and 1000 
            
292
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- 
            
293
ID: hive ID (annonymised)\n- mean.NDVI: mean NDVI value",
293
ID: hive ID (annonymised)\n- mean.NDVI: mean NDVI value",
            
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      "name": "NDVI values within 3 buffers  in hives in Zurich",
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      "name": "NDVI values within 3 buffers  in hives in Zurich",
            
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      "created": "2024-04-18T08:36:41.135013",
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      "created": "2024-04-18T08:36:41.135013",
            
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      "description": "The dataset contains the average overheating 
319
      "description": "The dataset contains the average overheating 
            
320
values around beehives in Zurich at three spatial scales (250, 500 and 
320
values around beehives in Zurich at three spatial scales (250, 500 and 
            
321
1000 m). It contains 4 columns:\n- buffer: indicating the spatial 
321
1000 m). It contains 4 columns:\n- buffer: indicating the spatial 
            
322
scale\n-ID: hive ID (annonymised)\n- mean.overwarming: mean 
322
scale\n-ID: hive ID (annonymised)\n- mean.overwarming: mean 
            
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overheating value, expressed in degrees Kelvin\n-mena.overwarming.cor 
323
overheating value, expressed in degrees Kelvin\n-mena.overwarming.cor 
            
324
= transformed values do degrees Celsius\n\n",
324
= transformed values do degrees Celsius\n\n",
            
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      "name": "Local overheating values within 3 buffers in hives in 
333
      "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 
            
404
registered beekeeper ID (annonymised) in four Swiss cities (Bern, 
404
registered beekeeper ID (annonymised) in four Swiss cities (Bern, 
            
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Lausanne, Geneve, Zurich) and Paris.\r\n",
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Lausanne, Geneve, Zurich) and Paris.\r\n",
            
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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 
433
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 
434
year, it contains the following:\nContinent.\nCountry.\nCity: the name 
            
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of the city\nYear: the year when the information was collected\nArea: 
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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 
436
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 
437
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 
438
available, the estimated number of beehives in that city for that 
            
439
given year\nDensity: the total number of hives divided by the city 
439
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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      "created": "2024-11-27T10:15:38.238842",
            
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      "description": "The dataset contains the proportion of wildbees 
466
      "description": "The dataset contains the proportion of wildbees 
            
467
and honeybees in the different studies obtained from the literature 
467
and honeybees in the different studies obtained from the literature 
            
468
review.\n\nArticle_ID: ID for each article\nDOI\nAuthors\nYear: 
468
review.\n\nArticle_ID: ID for each article\nDOI\nAuthors\nYear: 
            
469
publication year\nDuration sampling (years): 
469
publication year\nDuration sampling (years): 
            
470
numerical\nStart_sampling: numerical, date\nEnd_sampling: numerical, 
470
numerical\nStart_sampling: numerical, date\nEnd_sampling: numerical, 
            
471
date\nContinent\nCountry\nN. cities: number of cities sampled in the 
471
date\nContinent\nCountry\nN. cities: number of cities sampled in the 
            
472
article. Numerical.\nCity\nSampling type: categorical. Levels: active 
472
article. Numerical.\nCity\nSampling type: categorical. Levels: active 
            
473
(e.g., Hand-netting); passive (e.g., pantraps. trap-nests); both 
473
(e.g., Hand-netting); passive (e.g., pantraps. trap-nests); both 
            
474
(combination of passive and active methods).\nSampling methodology: 
474
(combination of passive and active methods).\nSampling methodology: 
            
475
categorical. Levels: direct observations, hand-netting, pantraps, 
475
categorical. Levels: direct observations, hand-netting, pantraps, 
            
476
interception traps, vane traps.\nNumber sites: total number of study 
476
interception traps, vane traps.\nNumber sites: total number of study 
            
477
sites.\nAbundance honeybees: number of honeybees recorded\nAbundance 
477
sites.\nAbundance honeybees: number of honeybees recorded\nAbundance 
            
478
wild bees: number of wildbees recorded\nTotal bees: total number of 
478
wild bees: number of wildbees recorded\nTotal bees: total number of 
            
479
bees recorded.\nProportion honeybees: Abundance of honeybees / Total 
479
bees recorded.\nProportion honeybees: Abundance of honeybees / Total 
            
480
number of bees\nProportion wildbees: Abundance of wildbees / Total 
480
number of bees\nProportion wildbees: Abundance of wildbees / Total 
            
481
number of bees\n",
481
number of bees\n",
            
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      "created": "2024-11-27T10:18:08.916087",
            
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      "description": "Abundance data at the species level per used 
507
      "description": "Abundance data at the species level per used 
            
508
dataset for the rank abundance distribution (RAD).\n40 datasets 
508
dataset for the rank abundance distribution (RAD).\n40 datasets 
            
509
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