Kausal Paths

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Kausal Paths is a web platform for managing and assessing city-level climate mitigation. It is produced by Kausal Ltd. The most advanced version is used by the city of Tampere.

Question

What properties should Kausal Paths have, and how can the functionalities of Opasnet be transferred to Kausal Paths?

Rationale

Calculations

Export health impact assessment data from Opasnet

+ Show code- Hide code library(OpasnetUtils) openv.setN(0) objects.latest("Op_en2031", code_name="ERF2") ERFchoice <- 1 ERF@formula <- function (...) { out <- OpasnetUtils::combine(ERF_env, ERF_omega3, ERF_mehg, ERF_diox, ERF_vit, ERF_micr, ERF_pfas) # out$Exposure_unit <- NULL # out$Exposure <- NULL if ("Iter" %in% colnames(out@output)) { out@output <- fillna(out@output, marginals = "Iter") } out <- unkeep(out * ERFchoice, cols = c("ERFchoiceSource", "ERFchoiceResult")) marginals <- colnames(out@output)[out@marginal] coln <- colnames(out@output) out@output <- subgrouping(out@output, subg = "Subgroup") out@marginal <- colnames(out@output) %in% union(marginals, setdiff(colnames(out@output), coln)) return(out) } ERF <- EvalOutput(ERF) write.csv(ERF@output, "exposure_response_functions.csv", row.names = FALSE)

See also

Online modelling

• Probability distributions in python with scipy
• https://julkaisut.valtioneuvosto.fi/handle/10024/163343
• https://cytoscape.org/cytoscape-tutorials/presentations/bioc2018_Rcy3_intro.html#/
• https://www.edureka.co/blog/bayesian-networks/
• https://en.wikipedia.org/wiki/Bayesian_network
• https://link.springer.com/chapter/10.1007/978-3-540-68996-6_4 Bayesian models with discrete and continuous nodes
• https://www.tandfonline.com/doi/pdf/10.1080/25742558.2020.1721401 Chen-G class distributions
• https://www.sciencedirect.com/science/article/abs/pii/S0377221707001701
• https://cryptpad.fr/pad/#/2/pad/edit/6Y6aWeCUVjSQ1fk-FsRNcvT9/
• https://ieeexplore.ieee.org/abstract/document/8276278
• Syke-yhteistyö https://docs.google.com/presentation/d/1lh18aLI_VMGjkIZEpVF0dNcNQGYJXHua6ALeAJTlV64/edit#slide=id.ge9d0526785_1_0
• Modelling in Tampere
  • https://trepo.tuni.fi/bitstream/handle/10024/119069/JoronenJuulia.pdf?sequence=3 Kulkutapajakauman kustannus-hyötyanalyysi
  • https://www.ilmastopaneeli.fi/autokalkulaattori/

Synthetic data

• Municipality as employer
• Budgets of municipalities
• Teaviisari, using
• Teaviisari, example
• https://thl.fi/fi/tilastot-ja-data/aineistot-ja-palvelut/avoin-data#TEAviisari THL Open data

Sustainable energy

• https://researchportal.helsinki.fi/en/persons/barry-gills
• https://tem.fi/-/hiisi-hanke-lisatoimia-tarvitaan-kaikilla-paastosektoreilla-2035-tavoitteen-saavuttamiseksi
• https://ym.fi/vapaaehtoiset-paastokompensaatiot
• https://www.epressi.com/tiedotteet/ymparisto-ja-luonto/paastokompensaation-vastuullisuus-edellyttaa-valtion-vahvaa-roolia.html
• https://www.luke.fi/projektit/hima-hiilikompensaation-tietopalvelu/
• https://www.edilex.fi/artikkelit/21042
• https://ec.europa.eu/eurostat/documents/38154/43500/MethodCO2.pdf/1a4da156-c65b-4c3a-b2fd-c80061d2aec8
• https://media.sitra.fi/2021/09/27161409/enabling-cost-efficient-electrification-in-finland.pdf Sitra: Sustainable electricity in Finland
• https://co2data.fi Database of construction material footprints and handprints
• https://ihkuallianssi.fi/opinnaytetyo-anni/ Data interfaces in infra and construction business: connecting planning and accounting

Climate work and sustainability in cities

• https://ec.europa.eu/info/publications/100-climate-neutral-cities-2030-and-citizens_en
• https://www.ecowelfare.fi/
• https://www.carbonbrief.org/in-depth-qa-the-ipccs-sixth-assessment-report-on-climate-science
• https://app.wedonthavetime.org/posts/9a673e78-80d7-4eee-a70b-b83f01d906ec
• https://app.wedonthavetime.org/home/all
• https://yle.fi/uutiset/3-11892283
• https://trepo.tuni.fi/handle/10024/121802
• http://extra.lansstyrelsen.se/rus/Sv/statistik-och-data/nationell-emissionsdatabas/Pages/default.aspx
• https://en.wikipedia.org/wiki/Planetary_boundaries
• https://www.nature.com/articles/s41599-020-0403-x
• https://phys.org/news/2021-06-software-sustainable-cities.html
• https://naturalcapitalproject.stanford.edu/software/urban-invest
• https://www.vantaa.fi/instancedata/prime_product_julkaisu/vantaa/embeds/vantaawwwstructure/140089_ResurssiviisaudenTiekartta-18.6.2018-final.pdf
• https://www.kuopio.fi/documents/7369547/8607985/Resurssiviisausohjelman+seuranta+2020+%28pdf%29/8107a69a-a76a-4762-acf3-06a7d0f82b26
• https://www.kotka.fi/2021/03/kotkan-ja-kouvolan-kaupunkien-ilmasto-ja-ymparistotyota-kehitetaan-ymparistoministerion-tuella/
• https://www.kouvola.fi/asuminen-ja-ymparisto/luonto-ja-ymparisto/ymparistoohjelma/
• https://www.kouvola.fi/wp-content/uploads/2020/02/Ymparisto2030ymparistoohjelma10022020.pdf
• https://www.kuopio.fi/strategia
• https://www.kuopio.fi/documents/7369547/8830694/Hyvinvoiva+Kuopio/5ec37750-b90b-4fdd-846f-5c2e27f2bd2b
• https://www.kuopio.fi/documents/7369547/8039202/Vaikutusten_ennakkoarviointi_2018.pdf/9f8d67ab-1654-490d-9446-acc2847e8732
• https://www.kuopio.fi/documents/7369547/8830694/Resurssiviisas+Kuopio/90bade7d-7dbd-4013-ad1e-fc17328a6611
• https://www.kuntaliitto.fi/yhdyskunnat-ja-ymparisto/ymparisto/ilmastonmuutos/ilmastokunnat
• https://www.kuntaliitto.fi/yhdyskunta-tekniikka-ja-ymparisto-sahkopostilistat
• https://finnwatch.org/fi/uutiset/867-paeaestoekompensaation-vastuullisuus-edellyttaeae-valtion-vahvaa-roolia
• https://www.francis-project.eu/
• http://climatebase.org/
• https://citiesracetoresilience.org/join/ Cities' race to resilience
• https://www.fisunetwork.fi/fi-FI FISU: resurssiviisaat kunnat
• https://media.sitra.fi/2021/05/26093010/sitra-missa-mennaan-kuntien-ilmasto-ja-luontotyossa.pdf Sitra: Missä mennään kuntien ilmastotyössä?
• https://daringcities.org/about/ ICLEI: Daring Cities
• Futureproofed:
  • https://lund.futureproofed.com/measures Lund
  • https://sv.futureproofed.com/cities/how-it-works How it works

Open decision making

• https://www.opendemocracy.net/en/transformation/are-evidence-based-decisions-impossible-in-politics/
• what decisions are difficult to make in a democracy
• https://www.jstor.org/stable/2376584?seq=1#metadata_info_tab_contents
• https://www.sciencedirect.com/topics/social-sciences/theory-of-democracy
• https://www.sciencedirect.com/topics/social-sciences/theory-of-democracy
• https://en.m.wikipedia.org/wiki/Deliberative_democracy

Data protection

• https://tietosuoja.fi/-/tietosuojavaltuutetun-toimisto-pyytaa-kommentteja-uudesta-tietosuojan-vaikutustenarviointia-koskevasta-ohjeesta

People and planet conference

• https://www2.helsinki.fi/en/conferences/people-and-planet/registration

Open science

• https://plos.org/commit-to-openness/?utm_medium=email&utm_source=internal&utm_campaign=scientistsforopenscience&utm_content=scientistsforopenscience
• https://www.science.org/lookup/doi/10.1126/science.1150473 electronic publication and narrowing of scholarship
• https://www.cell.com/trends/cognitive-sciences/fulltext/S1364-6613(19)30242-6?_returnURL=https%3A%2F%2Flinkinghub.elsevier.com%2Fretrieve%2Fpii%2FS1364661319302426%3Fshowall%3Dtrue#relatedArticles Fast lane to slow science
• https://www.chronicle.com/article/the-scientific-paper-is-outdated/ The scientific paper is outdated
• https://www.pnas.org/content/118/41/e2021636118 Slowed progress in canonical fields of science
• https://vm.fi/tapahtumat/2021-10-27/verkkotilaisuus-tiedon-hyodyntamisen-ja-avaamisen-hankkeen-puolivaliseminaari VM: Tiedon hyödyntämisen ja avaamisen hanke
• https://direct.mit.edu/books/oa-monograph/5131/Open-Knowledge-InstitutionsReinventing Open knowledge institutions: Reinventing universities

Open government

• https://www.frank-timme.de/verlag/verlagsprogramm/buch/verlagsprogramm/bd-8-camilla-lindholmulla-vanhatalo-eds-easy-language-in-europe/backPID/easy-plain-accessible.html
• https://www.kotus.fi/kielitieto/hyva_virkakieli/ajankohtaista_virkakielesta/kotus_suosittaa_virastoille_tekstien_selkeyttamista.36588.news
• https://www.eoppiva.fi/koulutukset/tekoaly-yhteiskunnassa/
• https://www.eoppiva.fi/koulutukset/nakokulmia-ihmiskeskeisyyteen/
• https://vm.fi/tekoalyohjelma-auroraai
• https://www.kotus.fi/ohjeet/nimistonsuunnittelun_ohjeita
• https://www.kotus.fi/palvelut/kielitoimiston_koulutus_ja_konsultointi/hyvan_virkakielen_verkkokurssipaketti

Citizens and society

• https://avoinhallinto.fi/tapahtumat/kansalaisjarjestoakatemia/
• https://vastapaino.fi/sivu/tuote/neljas-sektori/3005429
• https://uprighthc.com/human-capital-consulting
• https://www.dariah.eu/2021/02/11/helsinki-digital-humanities-hackathon-dhh21-2/
• https://knowledge4policy.ec.europa.eu/participatory-democracy_en EU Competence center of participatory democracy

Contacts

• Päivi Abernethy

Tietopolitiikka, avoin tiede

• https://www.eoppiva.fi/koulutukset/tiedon-aarella-johdatus-tietopolitiikkaan/
• https://direct.mit.edu/books/monograph/5131/Open-Knowledge-InstitutionsReinventing
• https://tietopolitiikka.fi/
• https://en.wikipedia.org/wiki/World_Brain

Standard indicators

• https://github.com/openENTRANCE/nomenclature/tree/master/nomenclature/definitions/variable/technology
• https://sdgs.un.org/topics/multi-stakeholder-partnerships-and-voluntary-commitments
• https://sdgs.un.org/goals/goal17
• https://en.wikipedia.org/wiki/Sustainable_Development_Goal_2
• https://docs.google.com/presentation/d/1uchz5BoM6JF-ru2DgZY6lfsjxC4eN9PWL7-Y-hE72v4/edit#slide=id.ge3c106ffe4_0_87
• https://www.c40.org/press_releases/cities-committed-race-to-zero

COP26

• https://ukcop26.org/pre-cop/the-youth-summit/
• https://www.cities-and-regions.org/cop26/