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Tatu Leppämäki

@tadusko

PhD researcher @digigeolab.bsky.social, geographer, dog enjoyer. tadusko@mstdn.social over on 🦣

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16.11.2023
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Latest posts by Tatu Leppämäki @tadusko

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Digitaalinen itsenäisyys – Suomen seuraava kohtalonkysymys 🇫🇮

Suomi on riippuvainen yhdysvaltalaisista teknologiajäteistä. Riippuvuus ei lähitulevaisuudessa vähenny vaan syvenee.

#DigitaalinenItsenäisyys #Suomi #Kansalaisaloite

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04.02.2026 07:00 👍 271 🔁 120 💬 6 📌 51
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Digitaaliset jalanjäljet tarjoavat uusia mahdollisuuksia tuottaa ajantasaista ja monipuolista tietoa luonnon virkistyskäytöstä.

Tule kuulemaan ja keskustelemaan aiheesta tapahtumassamme!

📅 ke 11.2.2026
📍 Tiedekulma

🔗 Lue lisää: tapahtumat.helsinki.fi/fi-FI/page/6...

14.01.2026 09:52 👍 1 🔁 1 💬 0 📌 0
Kuvakaappaus hankkeen loppuraportin  kannesta, lukee "Viheralueiden käyttö Helsingissä". Kuvassa Töölönlahti kesällä.

Kuvakaappaus hankkeen loppuraportin kannesta, lukee "Viheralueiden käyttö Helsingissä". Kuvassa Töölönlahti kesällä.

Mikä on Helsingin sometetuin viheralue? Missä lenkkeillään, mistä otetaan lintukuvia? Missä käydään ympäri vuoden ja mitkä ovat kesäkohteita? Mm. näitä sivusimme yhteishankkeessamme massadatoista ja Helsingin viheralueiden käytöstä. Lisää tietoa blogistamme! blogs.helsinki.fi/digital-geog...

09.01.2026 10:33 👍 3 🔁 2 💬 1 📌 0
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Together with Metsähallitus Parks and Wildlife Services we propose operationalizing the use of mobile big data for visitor monitoring and the management of outdoor recreation.

Read more from our blog post: lnkd.in/dGYn2gvW

24.11.2025 11:47 👍 3 🔁 1 💬 0 📌 0
A map of Helsinki's urban core. It shows which areas are in the shade on a clear day in mid-June. Hietaranta beach and Töölönlahti bay are highlighted with photos, since they are have some of the sunniest spots on the map.

A map of Helsinki's urban core. It shows which areas are in the shade on a clear day in mid-June. Hietaranta beach and Töölönlahti bay are highlighted with photos, since they are have some of the sunniest spots on the map.

#30daymapchallenge 17: A new tool
Helsinki enjoyed a grand total of 12 minutes of sunshine in November (1.–13.11). No better time to remember that yes, the sun does still exists.

This map shows Helsinki's shadiest / sunniest places. New tool? #GRASSGIS solar modelling.

By @tadusko.bsky.social

17.11.2025 06:30 👍 13 🔁 5 💬 2 📌 0
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Our collaboration with Metsähallitus is moving ahead even more efficiently and with greater impact as we have signed MoU with Metsähallitus Parks & Wildlife Finland to deepen our research cooperation and streamline the two-way sharing of data and knowledge.

blogs.helsinki.fi/digital-geog...

27.10.2025 10:09 👍 6 🔁 3 💬 0 📌 0
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Kuvassa Iltalehden evästekumppanit silloin, kun olivat vielä vapaaehtoisia.

Kirjoitin blogiin, mikä kaikki Iltalehden evästekäytännössä on pielessä:

Iltalehden suostu tai maksa -malli asettaa lukijat kohtuuttomaan asemaan

harto.wordpress.com/2025/10/21/i...

#tietosuoja #journalismi

21.10.2025 19:29 👍 52 🔁 12 💬 4 📌 2
Mobile Big Data For Understanding People in Nature
Mobile Big Data For Understanding People in Nature What are digital footprints and how can they be useful for managers of nature recreation areas? In this video, researchers from the Digital Geography Lab, University of Helsinki, explain how digital…

Do you ever use your mobile phone when spending time outdoors?
The answer is probably yes. In that case, you leave digital footprints about your visit. 🦶

How are these data useful for the sustainable management of nature areas?

👉 Watch our video for that and more! www.youtube.com/watch?v=_U5G...

21.10.2025 13:03 👍 3 🔁 2 💬 0 📌 0
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We are very happy to congratulate our very own @ollejarv.bsky.social for receiving the Research Council of Finland Award on his work on #CrossBorder #Mobility #Transnationalism #Segregation and #NatureRecreation using #BigData such as #SocialMedia and #MobilePhone data.

20.05.2025 11:08 👍 8 🔁 3 💬 0 📌 1
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Why you should write your PhD thesis backwards By considering the central statement of your entire PhD, you can structure your writing around it, says Tuuli Toivonen.

Struggling with your PhD synopsis? ✍️ Try this - The reverse-order approach! 📚🧠

@tuulitoivonen.bsky.social and @digigeolab.bsky.social have been using the reverse-order approach to structure article-based PhD synopses — and it works!

🔗 Read the full story here: www.nature.com/articles/d41...

17.05.2025 12:02 👍 22 🔁 9 💬 0 📌 0
Tatu presents his work on using Flickr for geographical analyses and whether it is actually a good idea after all.

Tatu presents his work on using Flickr for geographical analyses and whether it is actually a good idea after all.

Tatu showing how the popularity of Flickr has diminished but research using Flickr data has increased.

Tatu showing how the popularity of Flickr has diminished but research using Flickr data has increased.

Next up is @tadusko.bsky.social presenting his work on the rise and fall of Flickr and use of its data in geographical analyses at #LBS2025 conference.

08.05.2025 12:54 👍 7 🔁 2 💬 0 📌 0
Leyi explaining the methodology related to assessing semantic similarity of points-of-interest.

Leyi explaining the methodology related to assessing semantic similarity of points-of-interest.

Our amazing Leyi Xu presents her work on place modeling using Place2Vec to capture euclidean and semantic aspects of POI information at #LBS2025

08.05.2025 07:24 👍 5 🔁 1 💬 0 📌 0
Matti presenting his results from the Canary Islands.

Matti presenting his results from the Canary Islands.

Matti presenting his work on global flows of nature-based tourism.

Matti presenting his work on global flows of nature-based tourism.

Our brilliant @matabatchi.bsky.social is presenting his work on quantifying the role of nature in tourism on global and regional scales at #LBS2025.

08.05.2025 06:54 👍 4 🔁 2 💬 0 📌 0
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Have you ever asked yourself about the overall extent of TikTok? Here some numbers from "Just Another Hour on TikTok" - Great compliment to @bendavidsteel.bsky.social for this data collection effort!
w/ @miriamschirmer.bsky.social & Derek Ruths
arxiv.org/abs/2504.13279

21.04.2025 17:09 👍 79 🔁 32 💬 4 📌 4

Oikeutettu etu on 50-50: se joko on tai ei ole. Tällainen light-versio suostumuksesta on ikävän yleinen, mutta härski temppu varsinkin valtionyhtiöltä.

18.04.2025 06:17 👍 2 🔁 0 💬 0 📌 0
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RCF preparing call for universities to invite foreign researchers to Finland The Research Council of Finland (RCF) is planning a new funding call to help universities recruit international experts to Finland. The call would be part of the RCF funding scheme that strengthens un...

My dear fellow researchers in #America and elsewhere!

If you are in the midst of finding a new #academic home and securing new #research #funding the Research Council of Finland is preparing a large funding call to cover the period from 2026 to 2030.

www.aka.fi/en/about-us/...
#science #phd

15.04.2025 19:33 👍 10 🔁 5 💬 0 📌 0
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Posti alkaa profiloimaan käyttäjiään - näin estät Posti alkaa profiloimaan OmaPosti -palvelun käyttäjiä ja kohdentaa luodun profiilin perusteella mm. mainoksia omista palveluistaan. Profiloinnista voi kieltäytyä asetusten kautta, mutta se on oletukse...

Posti alkaa profiloimaan asiakkaitaan

OmaPostin käyttöehdot muuttuvat ja Posti alkaa profiloimaan asiakkaitaan mm. sen mukaan keneltä saat paketteja ja kuinka usein.

Profilointia käytetään mm. mainontaan. Ohjeissamme kerromme, miten profiloinnista voi kieltäytyä.

#posti #omaposti #uutiset

15.04.2025 13:41 👍 52 🔁 19 💬 0 📌 3
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Our new Associate Professor in #geography @geohelsinkiuni.bsky.social, Johanna Eklund 💎, giving her inaugural keynote talk at the Kumpula Faculty Day of @helsinki.fi 🤩

Johanna asks what actually works in #conservation and how this could be tested with #counterfactual approaches 💚

11.04.2025 06:33 👍 17 🔁 3 💬 0 📌 1

Gradu #maastopyöräily'stä Pallas-Ylläksellä, Pyhä-Luostossa ja UKK:ssa. Voisivatko urheilusovellusten massadatat auttaa kansallispuistojen suunnittelussa? Mikko Kangasmaa selvitti 👆

04.04.2025 11:37 👍 1 🔁 0 💬 0 📌 0

A cool new master's thesis on #mountainbiking in Finnish Lapland's #nationalparks. Mikko used #Strava and #Ridewithgps data to explore whether these sources accurately reflect where and when people like to bike. Could they even aid in managing these areas? 👇

04.04.2025 11:36 👍 6 🔁 0 💬 1 📌 0

Are doing #research using #Flickr data? Are you aware of the drawbacks?

Check out this cool article where researchers critically assess the use of Flickr #SocialMedia data in research on #conservation and #recreation in #nature. Key insights for #NationalPark and #ProtectedArea management.

31.03.2025 07:05 👍 8 🔁 3 💬 0 📌 0
Distribution of the use of Flickr. Three heat maps that show globes roughly centered in Europe and Africa, South-East Asia and the Americas. Use is centered in Europe and North America, and urban areas.

Distribution of the use of Flickr. Three heat maps that show globes roughly centered in Europe and Africa, South-East Asia and the Americas. Use is centered in Europe and North America, and urban areas.

🚨 NEW ARTICLE 🚨
How many photos are uploaded to Flickr? Where? By who? Why does any of it matter? We explore the rise and fall of #Flickr in this @digigeolab.bsky.social paper by yours truly, @vuoggis.bsky.social, Johanna Eklund, Anna Hausmann & @tuulitoivonen.bsky.social out now!
buff.ly/0hJjPsm

28.03.2025 14:36 👍 11 🔁 7 💬 1 📌 1
Uploads distributed per second of the minute and minutes of the hour. Only the first seconds and minutes diverge significantly, however, for the minutes, people like to upload on round figures (i.e., ten past, half past).

Uploads distributed per second of the minute and minutes of the hour. Only the first seconds and minutes diverge significantly, however, for the minutes, people like to upload on round figures (i.e., ten past, half past).

BONUS ✨
Random highlights from the dataset:
1) Median time between capturing a photo and uploading it to Flickr is one week.
2) People (or bots) like to upload on round figures (see pic)
3) Normalized by population, Iceland has the most Flickr users in our dataset.

28.03.2025 14:36 👍 2 🔁 1 💬 0 📌 0

Thank you to #Kone & Mai and Tor Nessling Foundations for supporting this work. A quantitative work like this would not be possible without a robust suite of FOSS tools. My thanks to the maintainers of #QGIS, #pandas, #geopandas, #duckdb, #dask, #statsmodels, #jupyter and many more!

28.03.2025 14:36 👍 3 🔁 0 💬 1 📌 0
Codes and derived datasets for the article: "The rise and fall of the social media platform Flickr: Implications for nature recreation research" Processing and visualisation codes for replicating the results presented in the article The rise and fall of the social media platform Flickr: Implications for nature recreation research, Leppämäki…

We hope to help future research by sharing the aggregated datasets presented above as figures and processing codes to produce them: buff.ly/qoJeQn8

28.03.2025 14:36 👍 1 🔁 0 💬 1 📌 0

So, we argue that these trends and biases should be considered if opting for Flickr data. For example, if Flickr is used a proxy does a drop tell about the phenomena or the popularity of Flickr? All research that uses user-generated dataset opportunistically face similar questions.

28.03.2025 14:36 👍 4 🔁 0 💬 1 📌 0
Outcome of 100 repeated queries to the API. The a pattern not unlike the normal distribution.

Outcome of 100 repeated queries to the API. The a pattern not unlike the normal distribution.

(5) Finally, we tested the reliability of data acquisition from the platform and found that the API responds inconsistently to repeated queries.

28.03.2025 14:36 👍 2 🔁 0 💬 2 📌 0
Five 'chord diagrams'. They show connections between the origins and destinations of nature visitors at the level of continents. The majority of these visits are made in Europe and North America, especially as we get closer to present.

Five 'chord diagrams'. They show connections between the origins and destinations of nature visitors at the level of continents. The majority of these visits are made in Europe and North America, especially as we get closer to present.

(4) All of this is reflected on who make posts from nature, or protected areas in this case. For example, Europeans and North Americans make about ¾ of the visits to African protected areas on Flickr.

28.03.2025 14:36 👍 3 🔁 0 💬 1 📌 0
Three line charts and a map. They show how the majority of use is in North America and Europe, although normalized by population, Oceania prevails. At the same time, the spatial extent that is covered by Flickr photos has dropped.

Three line charts and a map. They show how the majority of use is in North America and Europe, although normalized by population, Oceania prevails. At the same time, the spatial extent that is covered by Flickr photos has dropped.

A global map of Flickr users normalized by population. Many in Northern Europe, Spain, UK, North America and Australia & NZ.

A global map of Flickr users normalized by population. Many in Northern Europe, Spain, UK, North America and Australia & NZ.

(3) Flickr is clearly a platform of the "Global North": it’s users and use are concentrated in Europe and North America. Over time, an even greater share of use is in Europe.

28.03.2025 14:36 👍 3 🔁 0 💬 1 📌 0
An area chart and a line chart. They show that few users posts the majority of geolocated pictures and that this imbalance has grown over time (expressed through Gini index).

An area chart and a line chart. They show that few users posts the majority of geolocated pictures and that this imbalance has grown over time (expressed through Gini index).

(2) More of that remaining data is produced by the most active ‘super-users’ of Flickr – top 1 % of users uploaded about 1 / 3 of the photos!

28.03.2025 14:36 👍 3 🔁 0 💬 1 📌 0