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

Synthetic data

• Municipality as employer
• Budgets of municipalities
• Teaviisari, using
• Teaviisari, example

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

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/

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

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/

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/