Robert Ladwig
computational limnologist, always eager to code up a 1D model | assistant professor @ Aarhus University 🇩🇰 | co-founder+org team Hacking Limnology | lakes ISIMIP | www.robert-ladwig.com | formerly UW-Madison 🇺🇸 IGB 🇩🇪
- Reposted by Robert LadwigThe latest Meeting Highlight piece from the 2025 Hacking #Limnology and #DSOS Virtual Summit for #DataScience and #OpenScience went live today! Many thanks to everyone who has supported the workshops and summits over the past half DECADE! @aslo.org aslopubs.onlinelibrary.wiley.com/doi/10.1002/...
- Reposted by Robert LadwigWhat will the future hold for the aquatic sciences? Let's chat about this at next year's ASLO-SIL Joint Meeting in Canada! How can we expand our science by using remote sensing 🛰️, data science 💾, machine learning 🤖, modeling 📈, and/or open science 🫶 - creative approaches for impactful research! 🧪
- Reposted by Robert LadwigNew paper alert!! Our viewpoint piece uses data from the U.S. EPA National Lakes Assessment + Landsat to see how differing definitions of trophic state can skew and enhance our understanding of lake ecosystems! @ecologicalsociety.bsky.social esajournals.onlinelibrary.wiley.com/doi/10.1002/...
- We’re going 3D now, thanks @andreasbert.bsky.social @freshwaterau.bsky.social
- Nerve-wracking (but fun!) training of installing shear probes and thermistors into our new microCTD with @tubabucak.bsky.social Now we’re ready for the field!
- Reposted by Robert LadwigDon’t mind us, just recovering a buoy and upgrading it for more high-frequency data gathering!
- Reposted by Robert LadwigTesting the ECO ADCP at Lake Ormstrup (thanks to our colleagues in Roskilde who lent it to us!). Now, we hope for the wind to pick up, so we can measure some velocity profiles.
- So happy to share the news that we’re hosting the FIFTH iteration of Hacking Limnology/DSOS this summer! It will be a fest!
- I'm very excited to share that Hacking Limno + DSOS are coming back for the FIFTH time 21-25 July! If you're interested in #machinelearning #remotesensing #modeling #limnology #oceanography, this is for YOU! Registration is FREE + open to ALL! #DSOS25 aquaticdatasciopensci.github.io/registration/
- Reposted by Robert LadwigGot to love a bit of early morning sampling with the mist rising off the lake before the days 'heat' arrives.
- Reposted by Robert LadwigWe're making waves at #EGU25 today in the amazing GHG dynamics in aquatic ecosystems session! In case you have missed it, continue reading 🫰
- Reposted by Robert LadwigTHE BUOYS ARE BACK IN TOWN! We got new buoys today to extend our lake monitoring for the Danish Long-Term Ecological Research. These will extend our high-frequency data sets of oxygen and temperature in two new lakes to better understand slow as well as rapid environmental changes.
- I'm super excited to finally attend EGU again after many, many years in which I heavily missed that fantastic conference. There will be amazing talks and posters, and of course many opportunities for networking (and grabbing some fresh swag!), like ...
- 🌊 HS10.4 THE Lake Session, Thu-Fri - I am super stoked to co-convene this session together with an amazing group of people, see lnkd.in/d8EbjFsZ 🏞️ Wed at 11:15 in BG4.6, Thomas Davidson will highlight how mixing affects CH4 and CO2 fluxes in Danish lakes
- 🫧 Wed at 11:55 in BG4.6, Tuba Bucak will talk about optimal sampling frequency for GHG emissions 💻 Fri at 8:55 in HS10.4, Johannes will present the performance of lake models across the globe and how to improve their projections
- 📈 Fri at 9:05 in HS10.4, Mustafa Onur Önen will talk about probabilistic parameter estimation in lake modeling and, last but not least, 🚿 I will show a poster at 14:00 in HS10.4 asking the question if equifinality can emerge from multiple lake models
- Reposted by Robert LadwigJust published! 🚨 Microplastics are persistent pollutants and hotspots for bacterial biofilms, including halotolerant pathogens. Could these plastic carriers be spreading harmful microbes? 🦠 Dive into this research in Anatolian saline lakes 🌊 @juanppacheco.bsky.social doi.org/10.1007/s107...
- Reposted by Robert LadwigHere's is my experience from the financial crisis of 2008 (and Covid). Even though the whole way we are doing and funding science has changed significantly, people's shortcuts for determining whether or not you are "succeeding" will take longer to recalibrate. /1
- Reposted by Robert LadwigA warm welcome to Ed. edevardtdanielsen.bsky.social. ecos.au.dk/aktuelt/nyhe...
- Reposted by Robert Ladwig🚨 New paper out! Tackling Harmful Algal Blooms (HABs) in Mar Menor, Spain 🌊🌿 @juanppacheco.bsky.social et al. coupled SWAT+ and WET models to explore how agricultural best management practices can help mitigate HABs in one of Europe’s most vulnerable coastal lagoons doi.org/10.1016/j.je...
- Let’s do this!
- Reposted by Robert LadwigThe aim of this home made, low cost, system Ed is working on is to measure fluxes of carbon dioxide and methane (diffusion and bubbles) 6 times a day, 7 days a week, hopefully 365 days the year on all 24 mesocosms. That will 52 560 flux estimates, though we might miss a couple over the year!
- @edevardtdanielsen.bsky.social, @tubabucak.bsky.social, @etileter.bsky.social and @thosdavidson.bsky.social launched Ed’s PhD project at the Lemming mesocosms! We study how nutrients, temperature, and macrophytes affect oxygen dynamics and GHGs in aquatic systems. Excited to see what we uncover!
- Reposted by Robert Ladwig@edevardtdanielsen.bsky.social, @tubabucak.bsky.social, @etileter.bsky.social and @thosdavidson.bsky.social launched Ed’s PhD project at the Lemming mesocosms! We study how nutrients, temperature, and macrophytes affect oxygen dynamics and GHGs in aquatic systems. Excited to see what we uncover!
- Work with me on getting depth-discrete profiles of water quality using high-frequency loggers and microCTD measurements! And then let’s be creative to infer mechanisms that could improve mechanistic modeling.
- Join us at Aarhus University to research improved ways to simulate lake ecosystems using high-frequency data! 1.5 months left until the deadline to apply for this PhD position: phd.tech.au.dk/for-applican...
- Great paper that highlights the performance of four lake models (bulk, energy balance, and 2x k-Epsilon models) on lakes, globally! There’s no clear winner. Some perform well there, some better there. So, using ensemble modeling is the path forward to improve projections and state uncertainty 🌊🌡️💧
- Your model is your hypothesis. So, why not use multiple of them? Championed by Feldbauer & Mesman, in our fresh-off-the-press paper we highlight the performance of temperature models across the globe, and discuss the path forward to get better projections! hess.copernicus.org/articles/29/...
- Work laptop shuts down instantly when I connect it to my AirPods, blue screen and everything. Maybe the universe is telling me something here
- How can we build better predictive models? And what can AI tell us about complex ecosystem mechanisms? I’m hiring a PhD student to work with me on applying data-driven discovery methods on high-frequency lake data to begin September 2025. Application is due on May 4.
- Are you interested in field work and data science? We're looking for a PhD student interested in data-driven analysis of non-linearity in lake ecosystems to begin September 2025. Please share far and wide, and contact Robert for any questions! Here's the official description: lnkd.in/dzTwudQz
- Reposted by Robert LadwigFrogs, toads, newts paddling Sampled across Europe’s ponds what drives their numbers Hot off the press a nice paper from the PONDERFUL project on what drives Amphibian diversity in ponds, happy Friday. nsojournals.onlinelibrary.wiley.com/doi/10.1111/...
- Reposted by Robert LadwigAre you interested in field work and data science? We're looking for a PhD student interested in data-driven analysis of non-linearity in lake ecosystems to begin September 2025. Please share far and wide, and contact Robert for any questions! Here's the official description: lnkd.in/dzTwudQz
- A dark day for German democracy, the ‘firewall’ is broken. www.dw.com/en/germany-b...
- This is one of the papers that made me fall in love with this group! Do we need stable state theory to explain algae dynamics? Such an interesting thought
- If plankton to plants is catastrophic or not time the great tester In our group a highlight has been using long-term monitoring data to test ideas in ecology. Here we asked “does the theory of the alternative stable states in shallow lakes stand the test of time?” doi.org/10.1038/s414...
- I’m excited to share that I received the Villum Young Investigator grant. Thank you! In this project, I’ll develop new ecosystem models to improve our projections of stochastic processes, ie, turbulent mixing and algae dynamics. The grant will fund a PhD, a postdoc, and high frequency monitoring.
- Villum funds the work for computers to think big, lakes should be as clear. We're very happy to share that @hydrobert.bsky.social got the Villum Young Investigator Grant for his project, "Integrating AI into Aquatic Ecosystem Models to Decode Ecological Complexity." villumfonden.dk/en/news/mill...
- We will apply data-driven discovery algorithms on lake high-frequency data to look for improved model formulations. And we will develop hybrid 1D lake models that integrate deep learning into a process-based model (== Ecological Knowledge-Guided Machine Learning)
- The aim is to improve our short- and long-term projections of the formation of harmful algal blooms which are a global nuisance. On the way, we also aim at improving our conceptual understanding of linked ecosystem processes.
- This grant will also allow us to continue an active collaboration between colleagues in Denmark, North America and Europe. Thank you, Villum Fonden!
- Reposted by Robert LadwigWhich is important Phosphorus or nitrogen Most Plankton need both We are lucky to have this unique long-running mesocosm experiment in our group. So we can ask Qs like, is N loading important in shaping phytoplankton abundance? @mjmcncycle.bsky.social www.cell.com/the-innovati...
- We’re actively collaborating with colleagues from UW-Madison, Virginia Tech and Pittsburgh Uni on innovative models for Ecological Knowledge-Guided Machine Learning! So far, integrating a deep learning model directly into a process-based model seems very promising for non-linear ecological dynamics.
- Uncertain future Why are models so unsure? Computers should think. To develop the next generation of models, we couple process-based models with deep learning. These hybrids integrate buoy data to better capture complex ecosystem dynamics! doi.org/10.1029/2023... @hydrobert.bsky.social
- @andreasbert.bsky.social is kicking off our first science post in @freshwaterau.bsky.social!
- Fish numbers reduced Fine dinner, bugs aplenty Plankton be wary We went knee-deep in fish guts to find out what happens to fish diets after a lake restoration. Check out the scoop at: doi.org/10.1111/jfb.... @andreasbert.bsky.social
- Reposted by Robert LadwigFish numbers reduced Fine dinner, bugs aplenty Plankton be wary We went knee-deep in fish guts to find out what happens to fish diets after a lake restoration. Check out the scoop at: doi.org/10.1111/jfb.... @andreasbert.bsky.social
- Reposted by Robert LadwigHello World 👋! We are Freshwater Ecology Group at Aarhus University, Dept of Ecoscience. Our interests span all aspects of freshwater ecology with a special focus on lake ecology/functioning, biodiversity, GHG emissions, stream ecology, nature-based solutions, ecosystem modelling, and management!
- Reposted by Robert Ladwig❗One week away before Abstract submission deadline for #EGU25. ➡️Consider session HS10.5 where we invite all contributions aiming at bridging limnology and hydrology together to better connect lakes and reservoirs to their catchments 💧🧪💻 meetingorganizer.copernicus.org/EGU25/sessio...
- Reposted by Robert Ladwig"A study of federally funded research projects in the United States estimated that principal investigators spend on average about 45% of their time on administrative activities related to applying for and managing projects rather than conducting active research" www.pnas.org/doi/10.1073/...
- First lake* ice of the year with beautiful white and black ice layering *more like a puddle
- Big trapped bubble
- Wanna meet up in Europe’s most beautiful city to chat about lake-catchment dynamics? We’re excited to host this session to promote needed collaborations and talks between limnologists and hydrologists to advance water management.
- A physical neural network
- Too early to call it, but I think the bug that I’m chasing for nearly a year now, which has caused endless rewriting of code, was just a bracket in the wrong place …
- Reposted by Robert LadwigLeft the other place run by Trump's buddy? Here's a starter pack of freshwater scientists to get you started. Also, if you're a freshwater scientist and want to be added, let me know. Still space available. go.bsky.app/K5ubDhbat://did:plc:zlimqgj5tdvetkaf2zlx3cp6/app.bsky.graph.starterpack/3l7mo2lnnny2j
- Reposted by Robert LadwigFantastic lecture by @mishafredmeyer.bsky.social today during our Big Data course hosted by the UNITAR Global Water Academy! You can check out Michael’s and all of the other lectures here: www.yorku.ca/research/wat...
- Is there a limnology/freshwater ecology starter pack here? And also, what’s a starter pack?
- Buoy is safe, winter can come!
- Reposted by Robert LadwigI had an absolute BLAST chatting science and life with some many wonderful folks at CU Boulder EBIO. The future of ecology (and especially fire ecology) looks very bright :)
- Reposted by Robert LadwigNew ms!! @hydrobert.bsky.social led a team to create a modular compositional learning model. MCL allows for flexible process-guided machine learning, where users can specify steps of the process where machine learning should assist the model. agupubs.onlinelibrary.wiley.com/doi/10.1029/...
- Reposted by Robert LadwigChasing down the mystery of nearshore benthic algal blooms in "blue water" lakes, our new paper explores the potential for warming water to fuel blooms via nutrient release from sediment. Led by S. Hampton with @hydrobert.bsky.social M. Meyer, J.S. Baron, and A. Champlain doi.org/10.1002/lol2...
- I am excited to announce that I have accepted a Tenure-Track Assistant Professor position for Lake Modeling and Freshwater Ecology at Aarhus University! Starting this December, I am going to establish my own research group at the Department of Ecoscience.
- The Campus Water in Aarhus is home to fantastic colleagues with expertise in lake ecology, catchment hydrology and marine ecology, and I am thrilled to join such a vibrant and amazing scientific community.
- My future group and I will focus on modeling aquatic ecosystems to improve our scientific understanding about feedbacks between biotic and abiotic stressors. Here, we will apply and develop improved modeling techniques to improve the accuracy of future ecosystem projections.
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- Accidental modeling art: "Particulate Carbon settling in the Lake" 2023
- Reposted by Robert LadwigThe next webinar in the AGU-H3S Navigating Academic Waters Series with CUAHSI is this Thursday! We will be talking with @emilyfairfax.bsky.social, @hydrobert.bsky.social, and Dr. Eminé Fidan about developing a research identity Register at the link below www.cuahsi.org/cyberseminar...
- Reposted by Robert LadwigResearch finds that ChatGPT consumes 500 ml of water (about 16 oz) for every 5-50 prompts it answers. Microsoft’s global water consumption ⬆️ 34% from ‘21-‘22 to 17 billion gl. 🗣️We are actively draining our resources for survival in the midst of climate collapse.
- Working on implementing a conservative and non-negative numerical scheme and, man, I wish I would have paid more attention in linear algebra
- Okay, finally figured out how to code the modified Patankar Runge Kutta method
- Reposted by Robert LadwigDept of Natural Resources Science at University of Rhode Island is hiring 4 Asst Profs. Applied Quantitative Ecology: jobs.uri.edu/postings/12219 Wildlife Population Ecology: jobs.uri.edu/postings/12129 Watershed Ecology: jobs.uri.edu/postings/12299 Soil Biogeochemistry: jobs.uri.edu/postings/12350
- Reposted by Robert LadwigNow that I have a few more followers I wanted to share this again. Are you working with aquatic scientific data? We’d like to hear your opinions and experiences regarding generating, accessing, and/or manipulating datasets. See the post below for survey details!
- Are you working with aquatic scientific data? Please tell us your experiences and fill in the following survey: pomona.az1.qualtrics.com/jfe/form/SV_cG… #GLEONetwork #OpenScience #AquaticScience 🦑
- Reposted by Robert Ladwig[Not loaded yet]
- Reposted by Robert LadwigWe are so excited for this conversation! “Brand” as a scientist might feel icky, but in a world where there are so many great scientists, standing out can be a challenge! Learn how to best showcase your strengths to help your peers *think* of you when they are looking for an expert!
- What is your research brand? Unsure? Join AGU H3S Oct 12th at 1pm EDT for the 2nd Navigating Academic Waters webinar with CUAHSI @emilyfairfax.bsky.social, Dr. Eminé Fidan, and, Dr. Robert Ladwig discuss The What, Why, and How of Building Your Research Brand. Registration link in comments #Hydrology
- Reposted by Robert LadwigWhat is your research brand? Unsure? Join AGU H3S Oct 12th at 1pm EDT for the 2nd Navigating Academic Waters webinar with CUAHSI @emilyfairfax.bsky.social, Dr. Eminé Fidan, and, Dr. Robert Ladwig discuss The What, Why, and How of Building Your Research Brand. Registration link in comments #Hydrology
- UFZ (Germany) is looking for a PhD Researcher (f/m/x) for modelling thermobaric effects in lakes. Physical limnology and computer science! More info at this link recruitingapp-5128.de.umantis.com/Vacancies/28...
- Reposted by Robert LadwigI'm seeking an MS student to join our team beginning in summer 2024. The student will contribute to a new whole-lake experiment and continuing greenhouse gas research. More info and instructions for submitting inquiries: docs.google.com/document/d/1...
- Reposted by Robert LadwigCheck out the ✨4✨ tenure track faculty openings in the Nicholas School of the Environment at Duke: ✅ The John Hope Franklin Chair in Environmental Justice (Asst or Assoc Prof) ✅ Climate Policy (Asst Prof) ✅ 2 x Ecology (Asst or Assoc) See link for details and deadlines. #geosky 🌏
- Reposted by Robert LadwigI am recruiting a Ph.D. student in limnology! This NSF-funded assistantship will help advance our understanding of how changing winter conditions influence mountain lake ecosystems. For more details, see my website: isabellaoleksy.weebly.com/opportunities
- Reposted by Robert LadwigAre you working with aquatic scientific data? Please tell us your experiences and fill in the following survey: pomona.az1.qualtrics.com/jfe/form/SV_cG… #GLEONetwork #OpenScience #AquaticScience 🦑
