Marko Kallio
@mkkallio.bsky.social
Research scientist at Aalto University, interested in environmental modelling, hydrology, #Mekong, data scarcity, spatial analysis. In my spare time I'm a cartographer. And at other times, a #randonneur.
Reposted by Marko Kallio
Reposted by Marko Kallio
"We conducted a host of sensitivity analyses and found our model was robust to a variety of assumptions and alternative specifications."
Translation: "I released my imposter syndrome from its mental prison, dialed up my anxiety to max and imagined the ways I could be made to look like a fraud"
Translation: "I released my imposter syndrome from its mental prison, dialed up my anxiety to max and imagined the ways I could be made to look like a fraud"
October 26, 2025 at 12:59 PM
"We conducted a host of sensitivity analyses and found our model was robust to a variety of assumptions and alternative specifications."
Translation: "I released my imposter syndrome from its mental prison, dialed up my anxiety to max and imagined the ways I could be made to look like a fraud"
Translation: "I released my imposter syndrome from its mental prison, dialed up my anxiety to max and imagined the ways I could be made to look like a fraud"
Reposted by Marko Kallio
It looks like British Columbia is nice as well.
October 12, 2025 at 1:41 PM
It looks like British Columbia is nice as well.
Ah, #ruska2026 route is out. Looks fantastic. Time to get in shape for this...
#ruska2026quiz on ratkennut. #ruska2026 kontrollit löytyvät kartalta. www.google.com/maps/d/edit?...
Ruska 2026 - Points of interest - Google My Maps
Ruska 2026 - Points of interest
www.google.com
October 10, 2025 at 10:50 AM
Ah, #ruska2026 route is out. Looks fantastic. Time to get in shape for this...
Reposted by Marko Kallio
Mitä tapahtui 2023?
- Orpon hallitus.
- Orpon hallitus.
September 25, 2025 at 7:23 PM
Mitä tapahtui 2023?
- Orpon hallitus.
- Orpon hallitus.
Reposted by Marko Kallio
Imagine choosing to model scenarios that implicitly assume a) terraforming-scale carbon capture and permanent sequestration is technically, politically and economically feasible, while e.g. b) shifting from car-dependent sprawl to denser cities with good public and active transit is impossible.
September 6, 2025 at 6:13 PM
Imagine choosing to model scenarios that implicitly assume a) terraforming-scale carbon capture and permanent sequestration is technically, politically and economically feasible, while e.g. b) shifting from car-dependent sprawl to denser cities with good public and active transit is impossible.
Reposted by Marko Kallio
When an article says "some scientists think" then remember this: I, a scientist, once thought I could fit a whole orange in my mouth. I could, it turns out, get it in there, but I hadn't given sufficient thought to the reverse operation.
July 3, 2024 at 11:32 AM
When an article says "some scientists think" then remember this: I, a scientist, once thought I could fit a whole orange in my mouth. I could, it turns out, get it in there, but I hadn't given sufficient thought to the reverse operation.
Reposted by Marko Kallio
Everything not written down
(to the tune of what shall we do with a drunken sailor)
What shall we do with a pocketful of PhDs
diagrammonkey.wordpress.com/2025/08/10/e...
(to the tune of what shall we do with a drunken sailor)
What shall we do with a pocketful of PhDs
diagrammonkey.wordpress.com/2025/08/10/e...
Everything not written down
Science is a process. If we consider it merely for the purposes of momentary illumination as an animal, then it is an animal that blunders around somewhat blindly and clumsily, consuming things and…
diagrammonkey.wordpress.com
August 10, 2025 at 6:55 PM
Everything not written down
(to the tune of what shall we do with a drunken sailor)
What shall we do with a pocketful of PhDs
diagrammonkey.wordpress.com/2025/08/10/e...
(to the tune of what shall we do with a drunken sailor)
What shall we do with a pocketful of PhDs
diagrammonkey.wordpress.com/2025/08/10/e...
Reposted by Marko Kallio
I have been experimenting with different ways of visualizing the curvature of meandering rivers. Plotting curvature in the context of the meanders themselves helps QC-ing the curvature data ⚒️🧪
August 8, 2025 at 10:12 PM
I have been experimenting with different ways of visualizing the curvature of meandering rivers. Plotting curvature in the context of the meanders themselves helps QC-ing the curvature data ⚒️🧪
Here we go again with another attempt at 350-400km ride. 🚲 let's see what's excuses for slow speed I come up with this time. 😎 0/400km
July 19, 2025 at 1:44 PM
Here we go again with another attempt at 350-400km ride. 🚲 let's see what's excuses for slow speed I come up with this time. 😎 0/400km
Reposted by Marko Kallio
New from me and @carlbergstrom.com in @nature.com on navigating LLMs in science, from the jumping off point of peer review.
www.nature.com/articles/d41...
www.nature.com/articles/d41...
AI, peer review and the human activity of science
When researchers cede their scientific judgement to machines, we lose something important.
www.nature.com
June 25, 2025 at 11:40 AM
New from me and @carlbergstrom.com in @nature.com on navigating LLMs in science, from the jumping off point of peer review.
www.nature.com/articles/d41...
www.nature.com/articles/d41...
What to do with a midsummer with no responsibilities? Go for a bike ride of course. 😎 Here we go, B400. 0/435km
June 20, 2025 at 3:17 PM
What to do with a midsummer with no responsibilities? Go for a bike ride of course. 😎 Here we go, B400. 0/435km
Reposted by Marko Kallio
Moni päättäjä puolustautuu nyt erinäisissä asioissa sillä argumentilla, että kuinka me olisimme voineet tietää tämän tai tuon asian.
Niin, onhan se täysin kohtuutonta olettaa, että meidän kaikkien yhteisten asioiden päättäjiksi valitut tietäisivät mitään asioista, joista he ovat päättämässä.
Niin, onhan se täysin kohtuutonta olettaa, että meidän kaikkien yhteisten asioiden päättäjiksi valitut tietäisivät mitään asioista, joista he ovat päättämässä.
March 24, 2025 at 9:21 AM
Moni päättäjä puolustautuu nyt erinäisissä asioissa sillä argumentilla, että kuinka me olisimme voineet tietää tämän tai tuon asian.
Niin, onhan se täysin kohtuutonta olettaa, että meidän kaikkien yhteisten asioiden päättäjiksi valitut tietäisivät mitään asioista, joista he ovat päättämässä.
Niin, onhan se täysin kohtuutonta olettaa, että meidän kaikkien yhteisten asioiden päättäjiksi valitut tietäisivät mitään asioista, joista he ovat päättämässä.
Reposted by Marko Kallio
March 15, 2025 at 2:20 PM
Reposted by Marko Kallio
Pääministerin virka-asunnon ympärillä on mittava kokoelma lapasia. Kuvassa vain otanta. #lapanen #kesäranta
March 16, 2025 at 12:28 PM
Pääministerin virka-asunnon ympärillä on mittava kokoelma lapasia. Kuvassa vain otanta. #lapanen #kesäranta
Reposted by Marko Kallio
A study in Nature Food assesses the future climatic suitability of global croplands for 30 major food crop types, quantifying the changes in potential food crop diversity given climate conditions across four global warming levels. https://go.nature.com/3Dp5LEk #foodstudies 🧪
March 9, 2025 at 7:36 PM
A study in Nature Food assesses the future climatic suitability of global croplands for 30 major food crop types, quantifying the changes in potential food crop diversity given climate conditions across four global warming levels. https://go.nature.com/3Dp5LEk #foodstudies 🧪
Reposted by Marko Kallio
Reposted by Marko Kallio
Reposted by Marko Kallio
⛓️Vuonna 2021 olin tutkimusprojektissa, jossa piti käydä läpi suomalaisia lehtiä Toisen maailmansodan ajalta. Aika kaivaa joitain kuvakaappauksia esiin, osoittaakseen miten historia näyttää taas toistuvan 1/25
February 12, 2025 at 9:42 AM
⛓️Vuonna 2021 olin tutkimusprojektissa, jossa piti käydä läpi suomalaisia lehtiä Toisen maailmansodan ajalta. Aika kaivaa joitain kuvakaappauksia esiin, osoittaakseen miten historia näyttää taas toistuvan 1/25
Reposted by Marko Kallio
Conceptual hydrology models in the style of the Tube map?
Going through some old files from a few years ago and found this idea I was toying with. Not sure it is entirely accurate.
Going through some old files from a few years ago and found this idea I was toying with. Not sure it is entirely accurate.
January 30, 2025 at 12:58 PM
Conceptual hydrology models in the style of the Tube map?
Going through some old files from a few years ago and found this idea I was toying with. Not sure it is entirely accurate.
Going through some old files from a few years ago and found this idea I was toying with. Not sure it is entirely accurate.
Reposted by Marko Kallio
Ever wonder what snow in the swamp would look like? This is 5 miles into the Louisiana swamps in the Atchafalaya basin... it's unreal... having lived down there for the first 28 years of my life, we never saw anything like this.
Smashed records.
Curtesy of Garrett Roberts.
Smashed records.
Curtesy of Garrett Roberts.
January 25, 2025 at 9:56 PM
Ever wonder what snow in the swamp would look like? This is 5 miles into the Louisiana swamps in the Atchafalaya basin... it's unreal... having lived down there for the first 28 years of my life, we never saw anything like this.
Smashed records.
Curtesy of Garrett Roberts.
Smashed records.
Curtesy of Garrett Roberts.
Reposted by Marko Kallio
I made this #map of Mt Rainier back in 2018 as part of a series showcasing the volcanos of the high Cascades. Started with Hood and did most of the big ones, but Rainier came out best. I manually pulled out forested areas used highest hit lidar data. It was a slog, but it got the detail I wanted.
January 7, 2025 at 9:16 PM
I made this #map of Mt Rainier back in 2018 as part of a series showcasing the volcanos of the high Cascades. Started with Hood and did most of the big ones, but Rainier came out best. I manually pulled out forested areas used highest hit lidar data. It was a slog, but it got the detail I wanted.
Reposted by Marko Kallio
This is stunning! I think I am you *and* your friend, because this summer I cross-stitched a map of the Paris metro/RER, for myself 😁
December 29, 2024 at 8:46 PM
This is stunning! I think I am you *and* your friend, because this summer I cross-stitched a map of the Paris metro/RER, for myself 😁
Reposted by Marko Kallio
Just a regular reminder: the ArcticDEM is one of the most beautiful spatial datasets out there. I've been working on a large tile set for our #arctic abrupt thaw mapping activities recently and I can't help but stop and take a peek as the data rolls in.
December 30, 2024 at 4:55 PM
Just a regular reminder: the ArcticDEM is one of the most beautiful spatial datasets out there. I've been working on a large tile set for our #arctic abrupt thaw mapping activities recently and I can't help but stop and take a peek as the data rolls in.
Reposted by Marko Kallio
I made this giant 3x6-foot map of the #GreatSmokyMountains to hang up in our house. Worked on it in the background over a the course of a couple of years. The last touch was dialing in the hypsometric tinting, which I think finally pulled it all together.
#smokies #nationalpark #map #cartography
#smokies #nationalpark #map #cartography
December 11, 2024 at 9:38 PM
I made this giant 3x6-foot map of the #GreatSmokyMountains to hang up in our house. Worked on it in the background over a the course of a couple of years. The last touch was dialing in the hypsometric tinting, which I think finally pulled it all together.
#smokies #nationalpark #map #cartography
#smokies #nationalpark #map #cartography