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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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bd-4406-bdaa-ec5777d59bc7\",\"7ab40a8e-a8b5-45e0-a56c-b3ef34373ed9\"]"
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bd-4406-bdaa-ec5777d59bc7\",\"7ab40a8e-a8b5-45e0-a56c-b3ef34373ed9\"]"
            
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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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  "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": "2024-11-27T10:15:38.210370",
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  "metadata_modified": "2024-11-27T10:16:51.476211",
            
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  "name": "figures-perspective-urban-beekeeping",
47
  "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",
            
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  "num_resources": 13,
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  "num_resources": 13,
            
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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",
            
131
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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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      "created": "2024-03-18T16:10:56.952847",
            
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      "description": "The dataset contains the proportion of wildbees 
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      "description": "The dataset contains the proportion of wildbees 
            
210
and honeybees in the different studies obtained from the literature 
210
and honeybees in the different studies obtained from the literature 
            
211
review.\n\nArticle_ID: ID for each article, in the form of \"A1\", 
211
review.\n\nArticle_ID: ID for each article, in the form of \"A1\", 
            
212
\"A2\", ..., \"An\"\t\nDOI\t\nAuthors\t\nYear: publication 
212
\"A2\", ..., \"An\"\t\nDOI\t\nAuthors\t\nYear: publication 
            
213
year\t\nDuration sampling (years): numerical \t\nStart_sampling: 
213
year\t\nDuration sampling (years): numerical \t\nStart_sampling: 
            
214
numerical, date\t\nEnd_sampling: numerical, 
214
numerical, date\t\nEnd_sampling: numerical, 
            
215
date\t\nContinent\t\nCountry\t\nN. cities: number of cities sampled in 
215
date\t\nContinent\t\nCountry\t\nN. cities: number of cities sampled in 
            
216
the article. Numerical.\t\nCity\t\nSampling type: categorical. Levels: 
216
the article. Numerical.\t\nCity\t\nSampling type: categorical. Levels: 
            
217
active (e.g., Hand-netting); passive (e.g., pantraps. trap-nests); 
217
active (e.g., Hand-netting); passive (e.g., pantraps. trap-nests); 
            
218
both (combination of passive and active methods).\t\nSampling 
218
both (combination of passive and active methods).\t\nSampling 
            
219
methodology: categorical. Levels: direct observations, hand-netting, 
219
methodology: categorical. Levels: direct observations, hand-netting, 
            
220
pantraps, interception traps, vane traps.\t\nNumber sites: total 
220
pantraps, interception traps, vane traps.\t\nNumber sites: total 
            
221
number of study sites.\t\nAbundance honeybees: number of honeybees 
221
number of study sites.\t\nAbundance honeybees: number of honeybees 
            
222
recorded\t\nAbundance wild bees: number of wildbees recorded\t\nTotal 
222
recorded\t\nAbundance wild bees: number of wildbees recorded\t\nTotal 
            
223
bees: total number of bees\trecorded.\nProportion honeybees: Abundance 
223
bees: total number of bees\trecorded.\nProportion honeybees: Abundance 
            
224
of honeybees / Total number of bees\t\nProportion wildbees: Abundance 
224
of honeybees / Total number of bees\t\nProportion wildbees: Abundance 
            
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of wildbees / Total number of bees",
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of wildbees / Total number of bees",
            
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      "description": "Bee communities, and dominance patterns, from 
251
      "description": "Bee communities, and dominance patterns, from 
            
252
urban ecology studies in cities around the world",
252
urban ecology studies in cities around the world",
            
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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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      "created": "2024-04-18T08:04:28.961980",
            
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      "description": "The dataset contains the number of beehives per 
278
      "description": "The dataset contains the number of beehives per 
            
279
registered beekeeper ID (annonymised) in four Swiss cities (Bern, 
279
registered beekeeper ID (annonymised) in four Swiss cities (Bern, 
            
280
Lausanne, Geneve, Zurich). \n",
280
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 
306
      "description": "The dataset contains the average NDVI values 
            
307
around beehives in Zurich at three spatial scales (250, 500 and 1000 
307
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- 
            
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ID: hive ID (annonymised)\n- mean.NDVI: mean NDVI value",
309
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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      "created": "2024-04-18T08:36:41.135013",
            
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      "description": "The dataset contains the average overheating 
335
      "description": "The dataset contains the average overheating 
            
336
values around beehives in Zurich at three spatial scales (250, 500 and 
336
values around beehives in Zurich at three spatial scales (250, 500 and 
            
337
1000 m). It contains 4 columns:\n- buffer: indicating the spatial 
337
1000 m). It contains 4 columns:\n- buffer: indicating the spatial 
            
338
scale\n-ID: hive ID (annonymised)\n- mean.overwarming: mean 
338
scale\n-ID: hive ID (annonymised)\n- mean.overwarming: mean 
            
339
overheating value, expressed in degrees Kelvin\n-mena.overwarming.cor 
339
overheating value, expressed in degrees Kelvin\n-mena.overwarming.cor 
            
340
= transformed values do degrees Celsius\n\n",
340
= transformed values do degrees Celsius\n\n",
            
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      "name": "Local overheating values within 3 buffers in hives in 
349
      "name": "Local overheating values within 3 buffers in hives in 
            
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Zurich",
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Zurich",
            
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      "url": 
            
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c-fced-4573-af08-2923b1fcfe5c/download/overwarming.hives.buffers.csv",
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      "name": " R script for the figures V2",
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      "name": " R script for the figures V2",
            
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      "created": "2024-05-14T14:40:27.455461",
            
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      "description": "The dataset contains the number of beehives per 
419
      "description": "The dataset contains the number of beehives per 
            
420
registered beekeeper ID (annonymised) in four Swiss cities (Bern, 
420
registered beekeeper ID (annonymised) in four Swiss cities (Bern, 
            
421
Lausanne, Geneve, Zurich) and Paris.\r\n",
421
Lausanne, Geneve, Zurich) and Paris.\r\n",
            
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      "doi": "",
            
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      "format": "CSV",
            
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      "hash": "",
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      "last_modified": "2024-05-14T16:41:17.879000",
            
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      "metadata_modified": "2024-05-24T07:15:59.849322",
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      "mimetype_inner": null,
            
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      "name": " Distribution beehives among beekeepers ",
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      "name": " Distribution beehives among beekeepers ",
            
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\"shared_secret\": \"\"}",
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\"shared_secret\": \"\"}",
            
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      "size": 26599,
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      "size": 26599,
            
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      "state": "active",
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      "state": "active",
            
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      "url": 
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      "url": 
            
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4c5c-a3b2-fefe670ebdb3/download/20240417_rad_beehives_beekeepers.csv",
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4c5c-a3b2-fefe670ebdb3/download/20240417_rad_beehives_beekeepers.csv",
            
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      "created": "2024-05-14T14:42:32.858709",
            
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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 
            
449
urban beekeeping in different cities.\n\nFor each city in a given 
449
urban beekeeping in different cities.\n\nFor each city in a given 
            
450
year, it contains the following:\nContinent.\nCountry.\nCity: the name 
450
year, it contains the following:\nContinent.\nCountry.\nCity: the name 
            
451
of the city\nYear: the year when the information was collected\nArea: 
451
of the city\nYear: the year when the information was collected\nArea: 
            
452
of the city\nTotal N. beekeepers: when available, the estimated number 
452
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 
453
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 
454
available, the estimated number of beehives in that city for that 
            
455
given year\nDensity: the total number of hives divided by the city 
455
given year\nDensity: the total number of hives divided by the city 
            
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area\nReference: the source of the information.\n",
456
area\nReference: the source of the information.\n",
            
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      "name": " Data growth urban beekeeping ",
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      "name": " Data growth urban beekeeping ",
            
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      "created": "2024-11-27T10:15:38.238842",
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      "created": "2024-11-27T10:15:38.238842",
            
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      "description": "",
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      "description": "The dataset contains the proportion of wildbees 
            
483
and honeybees in the different studies obtained from the literature 
            
484
review.\n\nArticle_ID: ID for each article\nDOI\nAuthors\nYear: 
            
485
publication year\nDuration sampling (years): 
            
486
numerical\nStart_sampling: numerical, date\nEnd_sampling: numerical, 
            
487
date\nContinent\nCountry\nN. cities: number of cities sampled in the 
            
488
article. Numerical.\nCity\nSampling type: categorical. Levels: active 
            
489
(e.g., Hand-netting); passive (e.g., pantraps. trap-nests); both 
            
490
(combination of passive and active methods).\nSampling methodology: 
            
491
categorical. Levels: direct observations, hand-netting, pantraps, 
            
492
interception traps, vane traps.\nNumber sites: total number of study 
            
493
sites.\nAbundance honeybees: number of honeybees recorded\nAbundance 
            
494
wild bees: number of wildbees recorded\nTotal bees: total number of 
            
495
bees recorded.\nProportion honeybees: Abundance of honeybees / Total 
            
496
number of bees\nProportion wildbees: Abundance of wildbees / Total 
            
497
number of bees\n",
            
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