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zenodo48/100

Database of indicators to evaluate the contribution of urban nature-based solutions to climate change adaptation, biodiversity conservation, and social justice

<p>Supplementary data used within the publication: Goodwin, S., Olazabal, M., Castro, A. J., &amp; Pascual, U. (2024). Measuring the contribution of nature-based solutions beyond climate adaptation in cities. <em>Global Environmental Change</em>, <em>89</em>, 102939. <a href="https://doi.org/10.1016/j.gloenvcha.2024.102939">https://doi.org/10.1016/j.gloenvcha.2024.102939</a>. Please also cite this paper when citing this database.</p> <div> <div>Within this database, you can find a list of indicators used to evaluate the contribution of a collection of 74 nature-based solutions (NbS) to climate change adaptation and related biodiversity and social justice challenges in cities. This list of indicators may be useful to those working in cities to provide inspiration for similar indicators they may wish to use to evaluate NbS in their city. This collection of NbS was drawn from previous work published in&nbsp;<em>Nature Sustainability</em> <a href="https://rdcu.be/c4tjk">here</a>.</div> <div>&nbsp;</div> </div> <p><em>The project that gave rise to these results received the support of a fellowship from the &ldquo;la Caixa&rdquo; Foundation (ID 100010434). The fellowship code is &ldquo;LCF/BQ/DI20/11780006&rdquo;. Marta Olazabal&rsquo;s research is funded by the European Union (ERC, IMAGINE adaptation, 101039429). This research is further supported by Mar&iacute;a de Maeztu Excellence Unit 2023-2027 (ref. CEX2021-001201-M), funded by the Ministerio de Ciencia, Innovaci&oacute;n y Universidades/Agencia Estatal de Investigaci&oacute;n (AEI) (Spain) (MCIN/AEI/10.13039/501100011033/); and by the Basque Government through the BERC 2022-2025 program.&nbsp;</em></p> <p><em>Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Research Council Executive Agency. Neither the European Union nor the granting authority can be held responsible for them.</em></p>

opencc-by-4.0Oct 2024View details →
zenodo44/100

Data on public perceptions of, attitudes towards, and values for managing urban green infrastructure for carbon, biodiversity, and well-being outcomes in Helsinki, Finland

<p>A public participatory GIS -survey dataset detailing public perceptions of, attitudes towards, and values for managing urban green infrastructure for carbon, biodiversity, and well-being outcomes in Helsinki, Finland.</p>

opencc-by-4.0Feb 2023View details →
zenodo40/100

Biodiversity of urban floras of the Urals and Volga region

<p>The dataset, &ldquo;Biodiversity of urban floras of the Urals and Volga region&rdquo;, includes data on the composition of 19 urban floras located in the Sverdlovsk, Samara and Ulyanovsk regions, the Republic of Bashkortostan and the Udmurt Republic. The studied cities, according to the classification adopted in the Russian Federation, differ in population size into: small, with a population of less than 50,000 people (Kambarka, Krasnoufimsk, Mozhga, Novoulyanovsk, Sengiley, Turinsk), medium, with a population of 50,000-100,000 people (Votkinsk, Zhigulevsk, Ishimbai, Kumertau, Meleuz), large, with a population of 100,000-250,000 people (Dimitrovgrad, Kamensk-Uralsky, Salavat, Sterlitamak), very large, with a population of 250,000-1,000,000 people (Izhevsk, Tolyatti, Ulyanovsk) and a city with a population of over 1 million people &ndash; Yekaterinburg.</p> <p>In the urban flora 2050 plant species were recorded, and synonymy was aligned with The Plant List (http://www.theplantlist.org). The dataset provides information about the distribution of each species in studied urban floras as well as grouping of species into native plants, neophytes and archaeophytes.</p> <p>&nbsp;</p> <p>The general list of vascular plants of the analyzed urban flora is compiled on the basis of the authors&#39; own field research. All types of habitats (natural, semi-natural and artificial) were examined. Our direct observations were supplemented with information from herbarium collections: the Museum of the Institute of Plant and Animal Ecology of the Ural Branch of the Russian Academy of Sciences (SVER), Ural Federal University (UFU), Kurgan State University, Udmurt State University (UDU), South Ural Botanical Garden-Institute, Institute of Ecology of the Volga River Basin of the Russian Academy of Sciences (PVB RAS). Published sources were also consulted (Ilminskikh et al., 1998; Rakov, 2003; Rakov, Saxonov, 2008; Kornilov et al., 2012; Mogutova Mountain..., 2013; Rakov et al., 2013; Golovanov, Abramova, 2014a; 2014b; Baranova, Bralgina, 2015; Golovanov et al., 2015; Golovanov et al., 2017; Golovanov, 2018).</p> <p>&nbsp;</p> <p>In the general list of vascular plants, native and alien species were identified. Alien species are understood as plant species either unintentionally introduced into our region as a result of human economic activity, or as ornamental or purposefully introduced species found outside their cultivation areas (Tretyakova, Shurova, 2013; Baranova et al., 2018). Alien species, depending on the time of their appearance in the flora, are traditionally divided into two groups: archaeophytes and neophytes (Pysek et al., 2004). Archaeophytes are alien species that appeared in the study area before 1800, neophytes appeared after this date. The main sources for classifying archaeophytes and neophytes into groups were complete lists of flora of the Sverdlovsk Region (Knyazev et al., 2016; 2017; 2018; 2019a; b; 2020; 2021) and the Udmurt Republic (Baranova, Puzyrev, 2012), as well as lists of alien plants of the Samara and Ulyanovsk regions (Senator, Vasyukov, 2019), the Republic of Bashkortostan (Muldashev et al., 2017). The analysis also uses data from K. F. Ledebour (von Ledebour, 1842-1853), K. K. Klaus (Klaus, 1852), p. Korzhinsky (Korzhinsky, 1898), H. F. Lessing (Lessing, 1835), A. A. Bunge (Bunge, 1851), Y. K. Schell (Schell, 1880; 1883), O. and B. Fedchenko (Fedchenko, Fedchenko, 1894), which summarized information about the flora of the Urals and the Volga region, accumulated by the beginning of the XIX century.</p> <p>&nbsp;</p> <p>In order to provide a single classification scheme in which each species is assigned to only one category, we used the approach described by La Sorte and co-authors (La Sorte et al., 2008). Species that were not identified exclusively as native were classified as archaeophytes if they were identified as archaeophytes in at least one urban flora. Similarly, species have been classified as neophytes if they have not been identified as archaeophytes in any urban flora and have been identified as neophytes in at least one urban flora. At the same time, preference is given to assigning an alien status to a species, because such species show the ability to settle in a secondary area. Among alien plants, preference has been given to the status of archaeophytes, due to their earlier appearance in new regions outside the primary range. Accordingly, species have been universally identified as archaeophytes if they are classified as archaeophytes in at least one urban flora (La Sorte et al., 2008).</p>

opencc-by-4.0Jul 2022View details →
zenodo40/100

Asiantuntijakysely kaupunkibiotooppien monimuotoisuudesta ja kaupunkibiotooppikartta Suomen pääkaupunkiseudulla / Expert Questionnaire Results Regarding Biodiversity of Urban Biotopes and an Urban Biotope Map in Helsinki Metropolitan Area, Finland

<p>(in English below)</p> <p><strong>ASIANTUNTIJAKYSELY KAUPUNKIBIOTOOPPIEN MONIMUOTOISUUDESTA JA KAUPUNKIBIOTOOPPIKARTTA SUOMEN P&Auml;&Auml;KAUPUNKISEUDULLA</strong></p> <p><strong>Tausta ja tavoitteet</strong></p> <p>Luonnonsuojelu on keskittynyt perinteisesti Suomessa tiettyihin lajeihin ja luontotyyppeihin, mik&auml; ei v&auml;ltt&auml;m&auml;tt&auml; kuvaa erilaisten kaupunkiymp&auml;rist&ouml;jen ekologisia arvoja kattavasti. Lis&auml;ksi tulisi huomioida eli&ouml;yhteis&ouml;j&auml;, jotka turvaavat kest&auml;v&auml;n ja monimuotoisen ekosysteemien toiminnallisuuden.</p> <p>T&auml;m&auml;n asiantuntijakyselyn tavoitteena oli selvitt&auml;&auml;, miten erilaiset kaupunkibiotoopit tukevat erilaisia ekologisten yhteis&ouml;jen monimuotoisuutta kuvaavia tekij&ouml;it&auml; eri eli&ouml;ryhmill&auml;. N&auml;m&auml; <em>monimuotoisuuden laatutekij&auml;t</em> kuvaavat yhdess&auml; biotooppien roolia kaupunkiluonnon monimuotoisuudessa, toiminnallisuudessa ja t&auml;ten ep&auml;suorasti my&ouml;s mm. ekosysteemipalvelujen tarjoamisessa. Kyselyn tuloksia voidaan hy&ouml;dynt&auml;&auml; ekologisten arvojen turvaamiseksi paremmin osana kaupunkisuunnittelua tai kaupunkiluonnon monimuotoisuuden kattavan turvaamisen perustana. Kysely keskittyi p&auml;&auml;kaupunkiseudun (Helsinki, Espoo, Vantaa, Kauniainen) biotooppeihin. Lis&auml;ksi asiantuntijat antoivat arvionsa biotooppipisteytyksen sovellettavuudesta muualla Suomessa.</p> <p>Kysely on kuvattu Terra-lehdess&auml; (Jalkanen &amp; Vierikko 2022) sek&auml; Jalkanen ym. (2020).</p> <p><strong>Menetelm&auml;t</strong></p> <p><em>Kaupunkibiotooppien pisteytys</em></p> <p>Aineisto ker&auml;ttiin internetkyselyll&auml; 5.10.-21.11.2016 v&auml;lisen&auml; aikana. Kysely l&auml;hetettiin 38 paikalliselle lajiasiantuntijalle (Luonnontieteellisess&auml; keskusmuseossa, Helsingin yliopistossa, Suomen ymp&auml;rist&ouml;keskuksessa, ymp&auml;rist&ouml;konsulttiyrityksiss&auml; ja luontoj&auml;rjest&ouml;iss&auml;), joista 24 osallistui kyselyyn.</p> <p>Mukana olleet asiantuntijat (suluissa heid&auml;n lajiryhm&auml;ns&auml;):</p> <ul> <li>Heidi Bj&ouml;rklund (Linnut)</li> <li>Tea von Bonsdorff (Sienet, muut kuin k&auml;&auml;v&auml;t)</li> <li>Eero Haapanen (Nis&auml;kk&auml;&auml;t, muut kuin lepakot)</li> <li>Nina Hagner-Wahlsten (Lepakot)</li> <li>Jari Kaitila (Perhoset)</li> <li>Jarkko Korhonen (Sienet, muut kuin k&auml;&auml;v&auml;t)</li> <li>Jaakko Kullberg (Perhoset)</li> <li>Eeva-Maria Kyher&ouml;inen (Lepakot)</li> <li>Esa Lammi (Putkilokasvit)</li> <li>Riku Lumiaro (Nis&auml;kk&auml;&auml;t, muut kuin lepakot)</li> <li>Sampsa Malmberg (Kovakuoriaiset)</li> <li>Ilpo Mannerkoski (Kovakuoriaiset)</li> <li>Olli Manninen (K&auml;&auml;v&auml;t)</li> <li>Heikka Marttila-Tornio (Matelijat &amp; sammakkoel&auml;imet)</li> <li>Juho Paukkunen (Pisti&auml;iset)</li> <li>Terhi Rytt&auml;ri (Putkilokasvit)</li> <li>Jarmo Saarikivi (Matelijat &amp; sammakkoel&auml;imet)</li> <li>Hannu Sarvanne (Linnut)</li> <li>Keijo Savola (K&auml;&auml;v&auml;t)</li> <li>Ilkka Ter&auml;s (Pisti&auml;iset)</li> <li>Stephen Venn (Kovakuoriaiset)</li> <li>Tarmo Virtanen (Perhoset)</li> <li>Terhi Wermundsen (Lepakot)</li> <li>Rauno Yrj&ouml;l&auml; (Linnut)</li> </ul> <p>Asiantuntijat pisteyttiv&auml;t kyselyss&auml; 68 biotooppia sen mukaan, kuinka ne tukevat heid&auml;n lajiryhmiens&auml; eri ominaisuustekij&ouml;it&auml;. Jokainen biotooppi arvioitiin erikseen kunkin tekij&auml;n n&auml;k&ouml;kulmasta. Pisteet annettiin 5-portaisella asteikolla (0&ndash;4; 0 alin). Asiantuntijoita ohjeistettiin miettim&auml;&auml;&auml;n koko vuodenaikaiskiertoa (arvioimaan biotooppien merkityst&auml; siis my&ouml;s esim. talvehtimisen kannalta). Kysely perustui Vierikon ym. (2014) biotooppiluokitteluun seuraavin muutoksin:</p> <ul> <li>Mets&auml;biotoopit jaettiin kahteen ik&auml;luokkaan (30&ndash;100-vuotiaat ja yli 100-vuotiaat mets&auml;t)</li> <li>Piha-alueet jaettiin p&auml;&auml;llystettyihin ja maavaraisiin</li> <li>Tiiviiden pientaloalueiden ja townhouse-alueiden pihat lis&auml;ttiin omana biotooppinaan</li> <li>Kalliolaet, -rinteet ja -sein&auml;m&auml;t sek&auml; kivikot yhdistettiin samaksi biotoopiksi (paljaat kalliopinnat)</li> <li>Uimarannat, kanaalit ja rantaterassit yhdistettiin samaksi biotoopiksi (rakennetut rannat)</li> <li>Kivisein&auml;t ja lintuluodot poistettiin</li> <li>Vihersein&auml;t lis&auml;ttiin omana biotooppinaan</li> </ul> <p>Biotooppien merkityst&auml; kysyttiin seuraavissa eli&ouml;yhteis&ouml;jen monimuotoisuuden laatua kuvaavissa kategorioissa:</p> <ol> <li>Lajirikkaus</li> <li>Vaatelias lajisto</li> <li>Biomassa</li> <li>Runsaus</li> <li>Tasaisuus</li> <li>Uniikkius</li> <li>Seudullinen edustavuus</li> <li>Herkkyys ihmissyntyisi&auml; h&auml;iri&ouml;it&auml; kohtaan</li> <li>Kytkeytyvyys</li> </ol> <p>Asiantuntijat arvioivat lis&auml;ksi omien vastaustensa luotettavuutta, erikseen jokaisen tekij&auml;n kohdalla. T&auml;ss&auml; aineistossa biotooppien pisteet on painotettu nousevan painokertoimen mukaan, jotta luotettavat vastaukset korostuvat ep&auml;luotettavia voimakkaammin. Luotettavuuskertoimet ovat 0, 1, 2, 4 ja 8, mitk&auml; tarkoittavat &ldquo;eritt&auml;in ep&auml;luotettavia&rdquo;, &ldquo;ep&auml;luotettavia&rdquo;, &ldquo;jonkin verran ep&auml;luotettavia&rdquo;, &rdquo;melko luotettavia&rdquo; ja &rdquo;eritt&auml;in luotettavia&rdquo; vastauksia.</p> <p>&nbsp;<em>Biotooppipisteiden sovellettavuus muualla Suomessa</em></p> <p>Kyselyn j&auml;lkeen asiantuntijat arvioivat ty&ouml;pajassa, kuinka hyvin heid&auml;n vastauksiaan voi soveltaa muissa suomalaisissa kaupungeissa. Ty&ouml;paja pidettiin 29.11.2016. Tarkka kysymyksenasettelu oli:</p> <p><em>T&auml;m&auml; kysely on laadittu Etel&auml;-Suomen ja erityisesti p&auml;&auml;kaupunkiseudun (Helsinki, Espoo, Vantaa, Kauniainen) n&auml;k&ouml;kulmasta. Kuinka hyvin kyselyn tulokset kuvaavat eli&ouml;ryhm&auml;si lajistoa muiden Suomen maakuntien kaupungeissa? Vastaa asteikolla 0&ndash;10 (0: t&auml;m&auml;n kyselyn tuloksia ei voi soveltaa lainkaan ko. maakunnan kaupunkeihin, 10: kyselyn tulokset soveltuvat eritt&auml;in hyvin ko. maakunnan kaupunkiluontoon). Vastaa my&ouml;s, kuinka luotettavina vastauksiasi voidaan pit&auml;&auml; asteikolla 0-3 (0: hyvin ep&auml;luotettavina, 3: hyvin luotettavina). <strong>Vastaa oman eli&ouml;ryhm&auml;si n&auml;k&ouml;kulmasta.</strong></em></p> <p>T&auml;ss&auml; aineistossa vastaukset n&auml;ytet&auml;&auml;n alkuper&auml;isin&auml;, eli luotettavia vastauksia ei korosteta erikseen kuten biotooppipisteytyksess&auml;.</p> <p><strong>Aineistot:</strong></p> <p>Aineistot ovat suomeksi (etuliite &rdquo;FIN&rdquo;) ja englanniksi (&rdquo;ENG&rdquo;). Aineisto sis&auml;lt&auml;&auml;:</p> <ul> <li>Monimuotoisuuden laatutekij&ouml;iden luonnehdinnat ja pisteytysohjeet (.pdf)</li> <li>Kaupunkibiotooppien luonnehdinnat (.pdf)</li> <li>Kaupunkibiotooppien pisteytys taulukkona (.xlsx)</li> <li>Taulukko vastausten sovellettavuudesta muualla Suomessa (.xlsx)</li> </ul> <p>Taulukkotiedostoissa monimuotoisuuden laatutekij&auml;n tai eli&ouml;ryhm&auml;n per&auml;ss&auml; oleva numero viittaa asiantuntijaan (esim. lintuja koskevissa sarakkeissa &rdquo;Lajirikkaus 1&rdquo; ja &rdquo;Vaateliaat lajit 1&rdquo; viittaavat saman lintuasiantuntijan vastauksiin). Asiantuntijoiden vastaukset on listattu satunnaisj&auml;rjestyksess&auml;. Kaikki asiantuntijat ovat suostuneet heid&auml;n vastaustensa ja nimiens&auml; julkaisemiseen kirjallisesti.</p> <p><strong>KAUPUNKIBIOTOOPPIKARTTA</strong></p> <p>Kansiossa &quot;FIN_Kaupunkibiotooppikartta&quot; on rasterimuotoinen kartta p&auml;&auml;kaupunkiseudun kaupunkibiotoopeista paikkatietomuodossa. Kartta on luotu 2021 eri paikkatietol&auml;hteist&auml; (ks. Jalkanen ym. 2020). Kaupunkibiotooppikartta mahdollistaa esimerkiksi monimuotoisuusarvojen tarkastelun p&auml;&auml;kaupunkiseudulla yhdess&auml; asiantuntijakyselyn tulosten kanssa. HUOM! Karttaa ei ole tarkoitettu sellaisenaan suunnitteluk&auml;ytt&ouml;&ouml;n. Mink&auml;&auml;nlaisia takuita tulosten oikeellisuudesta, virheett&ouml;myydest&auml; tai k&auml;ytett&auml;vyydest&auml; ei my&ouml;nnet&auml;.</p> <p>Kansiossa on seuraavat tiedostot:</p> <ul> <li>Kaupunkibiotooppikartta (.tif) (CRS: EPSG 3902)</li> <li>Kaupunkibiotooppikartan soluarvojen selitykset (.xlsx). Kaupunkibiotooppikartta k&auml;sitt&auml;&auml; 53 biotooppia/maanpeiteluokkaa, eli kaikkia asiantuntijakyselyn biotooppeja ei ole pystytty koostamaan kartalle.</li> <li>Kaupunkibiotooppikartan koostamisen ja l&auml;ht&ouml;aineistojen kuvaus (.pdf)</li> </ul> <p><strong>Kiitokset: </strong>Kiit&auml;mme Silviya Korpiloa, Susanna Lehv&auml;virtaa ja Stephen Venni&auml; avusta englanninnosten kanssa.&nbsp;</p> <p><strong>Viittausohje:</strong> Jalkanen, J. &amp; Vierikko, K. (2022) Asiantuntijakysely kaupunkibiotooppien monimuotoisuudesta sek&auml; kaupunkibiotooppikartta Suomen p&auml;&auml;kaupunkiseudulla [Aineisto] https://doi.org/10.5281/zenodo.6563190</p> <p>Aineistoon tulee viitata k&auml;ytett&auml;ess&auml;.</p> <p><strong>Viitteet: </strong></p> <ul> <li>Jalkanen, J. &amp; Vierikko, K. (2022) Viheralueiden elonkirjo &ndash; Asiantuntijakysely ja luonnon monimuotoisuuden laatumittaristo kaupunkisuunnittelun tueksi. <em>Terra</em> 134: 207&ndash;223. https://doi.org/10.30677/terra.120163</li> <li>Jalkanen, J., Vierikko, K. &amp; Moilanen, A. (2020) Spatial prioritization for urban Biodiversity Quality using biotope maps and expert opinion. <em>Urban Forestry &amp; Urban Greening</em> 49: 126586. https://doi.org/10.1016/j.ufug.2020.126586.</li> <li>Vierikko, K., Niemel&auml;, J., Salminen, J., Jalkanen, J. &amp; Tamminen, N. 2014: Helsingin kest&auml;v&auml; viherrakenne &ndash;Miten turvata kest&auml;v&auml; viherrakenne ja kaupunkiluonnon monimuotoisuus tiivistyv&auml;ss&auml; kaupunkirakenteessa. Helsingin kaupunkisuunnitteluviraston yleissuunnitteluosaston selvityksi&auml; 2014:27. Helsinki. 132 s.</li> </ul> <p>&nbsp;</p> <p><strong>EXPERT QUESTIONNAIRE RESULTS REGARDING BIODIVERSITY OF URBAN BIOTOPES AND AN URBAN BIOTOPE MAP IN HELSINKI METROPOLITAN AREA, FINLAND</strong></p> <p><strong>Background and aim:</strong></p> <p>Finnish biodiversity conservation has traditionally focused on certain species and biotopes, which does not necessarily describe urban areas&rsquo; ecological values in a comprehensive manner. In addition, focus should be put on ecological communities that enable resilient and diverse ecosystem functioning.</p> <p>The aim of this questionnaire was to determine how different urban biotopes support different biodiversity quality attributes of ecological communities of different higher taxonomic groups. Together these attributes describe biotopes&rsquo; support for sustainable urban ecosystem functioning and, thus, indirectly for ecosystem services provisioning. The results can be used to better preserve ecological values in urban planning and as a basis for comprehensive urban biodiversity conservation. The questionnaire focused on biotopes found in the Helsinki Metropolitan Area (HMA; municipal cities of Helsinki, Espoo, Vantaa, and Kauniainen), Southern Finland. In addition, the applicability of the scoring elsewhere in Finnish cities was evaluated.</p> <p>The questionnaire is described in Terra (Jalkanen &amp; Vierikko 2022; in Finnish with English abstract) and in Jalkanen et al. (2020).</p> <p><strong>Methods:</strong></p> <p><em>Scoring of urban biotopes</em></p> <p>The data was collected using an online questionnaire during 5.10.-21.11.2016. It was sent to 38 local taxonomic experts (from Finnish Museum of Natural History, University of Helsinki, Finnish Environment Institute, environmental consultant firms, and local environmental NGOs), out of which 24 replied.</p> <p>Experts who participated were (their taxon):</p> <ul> <li>Heidi Bj&ouml;rklund (Birds)</li> <li>Tea von Bonsdorff (Fungi, other than polypores)</li> <li>Eero Haapanen (Mammals, other than bats)</li> <li>Nina Hagner-Wahlsten (Bats)</li> <li>Jari Kaitila (Butterflies)</li> <li>Jarkko Korhonen (Fungi, other than polypores)</li> <li>Jaakko Kullberg (Butterflies)</li> <li>Eeva-Maria Kyher&ouml;inen (Bats)</li> <li>Esa Lammi (Vascular plants)</li> <li>Riku Lumiaro (Mammals, other than bats)</li> <li>Sampsa Malmberg (Beetles)</li> <li>Ilpo Mannerkoski (Beetles)</li> <li>Olli Manninen (Polypores)</li> <li>Heikka Marttila-Tornio (Herpetofauna)</li> <li>Juho Paukkunen (Hymenoptera)</li> <li>Terhi Rytt&auml;ri (Vascular Plants)</li> <li>Jarmo Saarikivi (Herpetofauna)</li> <li>Hannu Sarvanne (Birds)</li> <li>Keijo Savola (Polypores)</li> <li>Ilkka Ter&auml;s (Hymenoptera)</li> <li>Stephen Venn (Beetles)</li> <li>Tarmo Virtanen (Butterflies)</li> <li>Terhi Wermundsen (Bats)</li> <li>Rauno Yrj&ouml;l&auml; (Birds)</li> </ul> <p>In the questionnaire, the experts scored 68 local urban biotopes in terms of how well they support different biodiversity attributes of their taxonomic group. Each biotope was scored separately for every attribute. Scores were given on a 5-rank scale (0&ndash;4; 0 being the lowest). Experts were advised to consider all seasons (e.g., to consider the importance of the biotope also for wintering). We used the biotope classification from the expert questionnaire by Vierikko et al. (2014) with the following modifications:</p> <ul> <li>Forest biotopes were further divided into two age classes (30-100 y. and over 100 y.)</li> <li>Yards were further divided into sealed and bare yards</li> <li>Densely-built residential gardens &amp; townhouse gardens were added as a new biotope</li> <li>Outcrops, ledges, and rocky grounds were combined to one biotope (bare rocks)</li> <li>Beaches, canals, and terraced embankments were combined to one biotope (artificial shores)</li> <li>Stone walls and bird-colonized islets were excluded</li> <li>Green walls were added as a new biotope</li> </ul> <p>The relevance of biotopes was evaluated for the following Biodiversity Quality attributes that describe or relate to the diversity of urban ecological communities:</p> <ol> <li>Species richness</li> <li>Habitat specialist species</li> <li>Biomass</li> <li>Abundance</li> <li>Evenness</li> <li>Uniqueness</li> <li>Regional representativeness</li> <li>Sensitivity towards anthropogenic disturbance</li> <li>Connectivity</li> </ol> <p>In addition, experts gave overall self-evaluated confidence rates for their answers concerning each attribute. In the data, biotopes&rsquo; scores are weighted by an increasing confidence coefficient in order to emphasize confident answers over non-confident ones. Confidence coefficients are 0, 1, 2, 4, and 8 that refer to &lsquo;very unconfident&rsquo;, &lsquo;unconfident&rsquo;, &lsquo;somewhat unconfident&rsquo;, &lsquo;somewhat confident&rsquo;, and &lsquo;very confident&rsquo; answers, respectively.</p> <p><em>Applicability of the urban biotope scores elsewhere in Finland</em></p> <p>After the questionnaire, experts assessed how applicable their answers are elsewhere in Finland. This task was done in an expert workshop on 29.11.2016. The exact question, given to the experts, was:</p> <p><em>This questionnaire is designed from Southern Finnish, and especially from the Helsinki Metropolitan area (cities of Helsinki, Espoo, Vantaa, Kauniainen) perspective. How well do the questionnaire results describe the species assemblages of your taxon found in cities in other Finnish provinces? Answer on a scale of 0-10 (0: the results of this questionnaire are completely inapplicable to the cities in the given province, 10: the results of the questionnaire apply very well to the urban nature of the given province). Also evaluate the confidence of your answers at the scale of 0-3 (0: very unconfident, 3: very confident). <strong>Answer from the point of view of your own taxon.</strong></em></p> <p>In the data, the expert answers are reported as they were given, i.e., confident answers are not emphasized over non-confident ones like with biotope scores.</p> <p><strong>Data:</strong></p> <p>Data is provided in Finnish (files starting with &lsquo;FIN&rsquo;) and in English (&lsquo;ENG&rsquo;). This data set includes:</p> <ul> <li>Biodiversity Quality attribute descriptions and scoring instructions (.pdf)</li> <li>Urban biotope descriptions (.pdf)</li> <li>Table of urban biotope scores (.xlsx)</li> <li>Table of the applicability of biotope scores elsewhere in Finland (.xlsx)</li> </ul> <p>In the tables, the Arabic number after the attribute or taxon name refers to the corresponding expert (i.e., under birds (&lsquo;Richness 1&rsquo; and &lsquo;Specialist species 1&rsquo; refer to the answers of the same bird expert). Experts&rsquo; answers are listed in random order. All experts have agreed on publication of their answers and names using written informed consent.</p> <p><strong>URBAN BIOTOPE MAP</strong></p> <p>The folder &rsquo;ENG_UrbanBiotopeMap&rsquo; includes a raster-type GIS layer of urban biotopes in the Helsinki Metropolitan area. The map has been compiled from several GIS sources (see Jalkanen et al. 2020). The urban biotope map allows for example spatial analyses of biodiversity values together with the expert questionnaire results. OBS! The map is not meant for planning purposes. No warrant about the correctness, flawlessness, or feasibility of the results is given.</p> <p>The folder includes the following files:</p> <ul> <li>The urban biotope map (.tif) (CRS: EPSG 3902)</li> <li>The explanation of the cell values of the urban biotope map (.xlsx). The urban biotope map comprises of 53 different biotopes/land cover types, i.e., every biotope asked in the questionnaire are not found in the map.</li> </ul> <p><strong>Acknowledgements:</strong> We thank Silviya Korpilo, Susanna Lehv&auml;virta, and Stephen Venn for help with the English translations.</p> <p><strong>How to cite: </strong>Jalkanen, J. &amp; Vierikko, K. (2022) Expert questionnaire results regarding biodiversity of urban biotopes and an urban biotope map in Helsinki Metropolitan Area, Finland [Data set] https://doi.org/10.5281/zenodo.6563190</p> <p>Data should be properly cited when used.</p> <p><strong>References:</strong></p> <ul> <li>Jalkanen, J. &amp; Vierikko, K. (2022) Viheralueiden elonkirjo &ndash; Asiantuntijakysely ja luonnon monimuotoisuuden laatumittaristo kaupunkisuunnittelun tueksi (Biodiversity in urban green spaces: Expert questionnaire about urban Biodiversity Quality to support urban planning) . <em>Terra</em> 134: 207&ndash;223. https://doi.org/10.30677/terra.120163 [In Finnish with English abstract.]</li> <li>Jalkanen, J., Vierikko, K. &amp; Moilanen, A. (2020) Spatial prioritization for urban Biodiversity Quality using biotope maps and expert opinion. <em>Urban Forestry &amp; Urban Greening</em> 49: 126586. https://doi.org/10.1016/j.ufug.2020.126586.</li> <li>Vierikko, K., Salminen, J., Niemel&auml; J., Jalkanen, J. &amp; Tamminen, N. 2014: Sustainable green infrastructure of Helsinki &ndash; urban ecological research report and recommendations for the Helsinki master plan 2050. Strategic Planning Office of the City Planning Department of the City of Helsinki. Research report. [In Finnish with English abstract.] Available in: <a href="https://www.hel.fi/hel2/ksv/julkaisut/yos_2014-27.pdf">https://www.hel.fi/hel2/ksv/julkaisut/yos_2014-27.pdf</a> (Cited 16.1.2018). 132 pp.</li> </ul> <p>&nbsp;</p>

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Fig. 5 in Urban biodiversity: Cuterebriasis in free-ranging Robinson's mouse opossum (Marmosa robinsoni) in the suburbs of Barranquilla, Colombia

Fig. 5. Second instar of Cuterebra sp. from M. robinsoni. Note the body spines appear evenly distributed in the larva's body.

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Fig. 4 in Urban biodiversity: Cuterebriasis in free-ranging Robinson's mouse opossum (Marmosa robinsoni) in the suburbs of Barranquilla, Colombia

Fig. 4. Development stages of Cuterebra sp. found in different hosts of M. robinsoni. A. Second instar. B. Third instar.

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Fig. 2 in Urban biodiversity: Cuterebriasis in free-ranging Robinson's mouse opossum (Marmosa robinsoni) in the suburbs of Barranquilla, Colombia

Fig. 2. Primers used to amplify and sequence the mitochondrial cytochrome Oxidase subunit I gene (COX1) of Cuterebra sp. List of primers: Droso-mt1490 5′- TTTCWACWAATCATAAAGATATYGG-3′, Droso-mt1729 5′-GGAGCYCCTGAYATRGCATTYCC-3′, Droso-mt1819 5′-GTRCCAGCYCCRTTTTCTAC-3′, Droso-mt2162 5′- CAACATTTATTYTGATTYTTTGG-3′, Droso-mt2169 5′-TAAACTTCAGGRTGWCCAAARAATCA-3′ y Droso-mt2680 5′-GYTAATCCWGTAAATAAWGG-3′.

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Fig. 1 in Urban biodiversity: Cuterebriasis in free-ranging Robinson's mouse opossum (Marmosa robinsoni) in the suburbs of Barranquilla, Colombia

Fig. 1. Map of the Atlantic department of Colombia showing the four areas (red dots) of study of M. robinsoni: Palomar, Carreto, Luriza, and Zona Franca Celsia (visualized with Google Earth Pro). (For interpretation of the references to colour in this figure legend, the reader is referred to the Web version of this article.)

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Fig. 3. Free range M. robinsoni with interscapular wounds. A in Urban biodiversity: Cuterebriasis in free-ranging Robinson's mouse opossum (Marmosa robinsoni) in the suburbs of Barranquilla, Colombia

Fig. 3. Free range M. robinsoni with interscapular wounds. A. External appearance of bot fly larva wound. B. Extraction of Cuterebra sp. larvae.

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Data from: Multi-scalar drivers of biodiversity: local management mediates wild bee community response to regional urbanization

It is critical to understand the specific drivers of biodiversity across multiple spatial scales, especially within rapidly urbanizing areas, given the distinct management recommendations that may result at each scale. However, drivers of biodiversity patterns and interactions between drivers are often only measured and modeled at a single scale. In this study, we assessed bee community composition at three time periods in 20 grassland and 20 agriculture sites located across two major metroplexes. We examined how local environmental variables and surrounding landscape composition impact bee abundance, richness, and evenness, including comparisons between groups with different nesting strategies and body sizes. We collected nearly 13,000 specimens and identified 172 species. We found that levels of regional land-use differentially impacted bee abundance and diversity depending on local habitat management. Specifically, within agriculture sites, bee richness was greater with increasing landscape-level semi-natural habitat, while in grassland sites, bee richness was similar across landscapes regardless of semi-natural habitat cover. Bee evenness at both site types declined with increasing landscape-level habitat heterogeneity, due to an increase of rare species at the grassland sites, but not in the agricultural sites; further indicating that diversity is driven by the interaction of local habitat quality and landscape-level habitat composition. We additionally found that agriculture sites supported higher abundances, but not richness, of small-bodied and below-ground nesting bees, while grassland sites supported higher abundances of above-ground nesting bees, and higher richness of large-bodied species. Increased levels of local bare ground were significantly related to multiple metrics of bee diversity, including greater below-ground nesting bee abundance and richness. Local floral richness was also significantly related to increases of overall bee abundance, as well as the abundance and richness of small bees. Overall, we suggest that local land managers can support bee abundance and diversity by conserving areas of bare soil and promoting native floral diversity, the latter especially critical in highly urban agricultural spaces. Our results provide the first documentation of significant interactions between local habitat management and landscape composition impacting insect communities in urban systems, indicating that bee conservation practices depend critically on land-use interactions across multiple spatial scales.

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Data from: Temperature accounts for the biodiversity of a hyperdiverse group of insects in urban Los Angeles

The urban heat island effect is a worldwide phenomenon that has been linked to species' distributions and abundances in cities. However, effects of urban heat on biotic communities are nearly impossible to disentangle from effects of land cover in most cases because hotter urban sites also have less vegetation and more impervious surfaces than cooler sites within cities. We sampled phorid flies, one of the largest, most biologically diverse families of true flies (Insecta: Diptera: Phoridae), at 30 sites distributed within the central Los Angeles Basin, where we found that temperature and the density of urban land cover are decoupled. Abundance, richness, and community composition of phorids inside urban Los Angeles were most parsimoniously accounted for by mean air temperature in the week preceding sampling. Sites with intermediate mean temperatures had more phorid fly individuals and higher richness. Communities were more even at urban sites with lower minimum temperatures and sites located further away from natural areas, suggesting that communities separated from natural source populations may be more homogenized. Species composition was best explained by minimum temperature. Inasmuch as warmer areas within cities can predict future effects of climate change, phorid fly communities are likely to shift non-linearly under future climates in more natural areas. Exhaustive surveys of biotic communities within cities, such as the one we describe here, can provide baselines for determining the effects of urban and global climate warming as they intensify.

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Figure 7. from Inventory of the Heteroptera (Insecta: Hemiptera) in Komaba Campus of the University of Tokyo, a highly urbanized area in Japan - Biodiversity Data Journal 3: e4981 (24 April 2015) https://doi.org/10.3897/BDJ.3.e4981

Figure 7. - Cluster analysis of Heteroptera assemblages in Komaba Campus and the six reference sites based on Jaccard distances.

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Figure 2. from Inventory of the Heteroptera (Insecta: Hemiptera) in Komaba Campus of the University of Tokyo, a highly urbanized area in Japan - Biodiversity Data Journal 3: e4981 (24 April 2015) https://doi.org/10.3897/BDJ.3.e4981

Figure 2. - The aerial photograph of the Komaba Campus (taken in 2009 by the Geospatial Information Authority of Japan).

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Rare species biodiversity, socio-demographics and local and landscape characteristics in Northern California community urban gardens

<p>Cities are sometimes characterized as homogenous with species assemblages composed of abundant, generalist species having similar ecological functions. Under this assumption, rare species, or species observed infrequently, would have especially high conservation value in cities for their potential to increase functional diversity. Management to increase the number of rare species in cities could be an important conservation strategy in a rapidly urbanizing world. However, most studies of species rarity define rarity in relatively pristine environments where human management and disturbance is minimized. We know little about what species are rare, how many species are rare, and what management practices promote rare species in urban environments. Here, we identified which plants and species of birds and bees that control pests and pollinate crops are rare in urban gardens and assessed how social, biophysical factors, and cross-taxonomic comparisons influence rare species richness. We found overwhelming numbers of rare species, with over 50% of plant cultivars observed classified as rare. Our results highlight the importance of women, older individuals, and gardeners who live closer to garden sites in increasing the number of rare plants within urban areas. Fewer rare plants were found in older gardens and gardens with more bare soil. There were more rare bird species in larger gardens and more rare bee species where canopy cover was higher. We also found that in some cases, rarity begets rarity, with positive correlations found between the number of rare plants and bee species and between bee and bird species. Overall, our results suggest that urban gardens include a high number of species existing at low frequency and that social and biophysical factors promoting rare, planned biodiversity can cascade down to promote rare, associated biodiversity.</p>

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Resources for studying the aesthetic and diversity values of plants and pets in shaping biodiversity loss belief among urban residents

<p><span>Considering the issues of data transparency and the cost of reproduction, all data and code snippets of the study titled "From beauty to belief: The aesthetic and diversity values of plants and pets in shaping biodiversity loss belief among urban residents" are deposited here.</span></p>

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Multiple ecosystem service synergies and landscape-mediation of biodiversity within urban agroecosystems

<p>Ecosystem services are essential for human well-being, especially in urban areas where 60% of the global population will live by 2030. While urban habitats have the potential to support biodiversity and ecosystem services, few studies have quantified the impact of local and landscape management across a diverse suite of services. We leverage five years of data (&gt;5,000 observations) across a network of urban gardens to determine the drivers of biodiversity and ecosystem service trade-offs and synergies. We found multiple synergies and few trade-offs, contrasting previous assumptions that food production is at odds with biodiversity. Furthermore, we show that landscape-level natural habitat cover interacts with local management to mediate services provided by mobile animals, specifically pest control and pollination. By quantifying the factors that support a diverse suite of ecosystem services, we highlight the critical role of garden management and urban planning for optimizing biodiversity and human benefit.</p>

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A predictive approach to assess urban biodiversity and plan for future development scenarios

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publicJun 2025View details →
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Rare species biodiversity, socio-demographics and local and landscape characteristics in Northern California community urban gardens

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publicJun 2022View details →
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Data from: Biodiverse cities: the nursery industry, homeowners, and neighborhood differences drive urban tree composition

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publicDec 2017View details →
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Data from: Biodiversity and local features of 103 public urban squares in Munich, Germany

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publicAug 2024View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record