Chang Liao/廖畅
@changliao.bsky.social
📤 66
📥 52
📝 201
Dad, husband, Earth scientist, hydrologist.
https://changliao.github.io/
Hell canyon, the deepest canyon in North America.
3 days ago
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This sounds familiar.
www.politico.com/news/2026/05...
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A data center drained 30M gallons of water unnoticed — until residents complained about low water pressure
Residents in Fayetteville, Georgia, noticed low water pressure last year. The utility discovered two unaccounted-for water connections at one of the nation’s largest data center campuses.
https://www.politico.com/news/2026/05/08/georgia-data-centers-water-00909988
12 days ago
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As the cover paper in the recent
#VZJ
issue, along with in-depth discussion among project members, this work further amplified the decadal challenge in soil representation and ecosystem productivity in LSM.
acsess.onlinelibrary.wiley.com/toc/15391663...
add a skeleton here at some point
19 days ago
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Our recent paper explores a few factors that may be important when LSM moves towards kilometer scale:
doi.org/10.1016/j.jh...
#mesh
#data
#lsm
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Redirecting
https://doi.org/10.1016/j.jhydrol.2026.135500
about 1 month ago
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Resolving landscape scale topography is key to soil moisture, from a tropical perspective.
doi.org/10.1002/vzj2...
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Influence of plateau, slope, and valley on soil hydrology during the dry season in a Central Amazon old‐growth forest
Central Amazon Valley soils persistently hold water longer than clay-rich uplands. Memory, lag, dry-down, and extraction vary strongly with depth and landform Depth-resolved hydrologic timescales of...
https://doi.org/10.1002/vzj2.70095
about 1 month ago
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Eagle.
4 months ago
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reposted by
Chang Liao/廖畅
CSDMS
4 months ago
CSDMS Student Modeler Award Competition is now open! Deadline to send your materials is 1/26/26. More info and how to apply here:
csdms.colorado.edu/wiki/Student...
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My
#AGU
poster in animation.
youtu.be/i0cGuaZR9Yg?...
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Unified MPAS mesh framework for Land, River, and Ocean
YouTube video by Chang Liao
https://youtu.be/i0cGuaZR9Yg?feature=shared
5 months ago
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Next generation Earth system models such as
#E3SM
should be able to represent large
#river
#Delta
.
#AGU25
5 months ago
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In this year's
#AGU
, I will present the first global-scale unified
#MPAS
mesh framework for kilometer-scale two-way coupled land-river-ocean simulations.
#RRM
#km-esm
#E3SM
5 months ago
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We recently released the beta version of URaster on GitHub and PyPI:
github.com/changliao102...
and
pypi.org/project/uras...
This package enables us to set up unstructured mesh-based hydrologic and land surface models. Visualization powered by
#GeoVista
#PyVista
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GitHub - changliao1025/uraster: Convert raster to unstructured mesh structure
Convert raster to unstructured mesh structure. Contribute to changliao1025/uraster development by creating an account on GitHub.
https://github.com/changliao1025/uraster
6 months ago
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reposted by
Chang Liao/廖畅
New Phytologist
7 months ago
Improving the representation of plant water stress and water use in Earth System Models Dukes et al.
@dukesjeff.bsky.social
@changliao.bsky.social
@richphillipslab.bsky.social
@scottmcadam.bsky.social
nph.onlinelibrary.wiley.com/doi/10.1111/...
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E3SM all hands meeting takeaways: Models are moving towards km-scale, even with AI/ML.
9 months ago
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Raspberry picking
9 months ago
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10 months ago
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Working with a data file like this (in Excel) is why data cleaning is often underappreciated.
11 months ago
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Data science might be one of the most overrated science because literally no science can get away without data.
12 months ago
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12 months ago
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"The unified Model for Prediction Across Scales (MPAS) grid to cover all model components on the Earth’s surface.". We finally made the unstructured mesh framework into
#E3SM
v4 goal.
#ESM
#mesh
#grid
#RRM
e3sm.org/e3sm-plan-fo...
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E3SM plan for version 4
E3SM All-Hands Presentations recordings are available via the E3SM's YouTube channel together with the PowerPoint slides.
https://e3sm.org/e3sm-plan-for-version-4/
12 months ago
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12 months ago
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If you are interested in using
#DGGS
for river routing, we have some good news for you.
essd.copernicus.org/articles/17/...
#Amazon
#Yukon
#hydrology
#river
#hexwatershed
add a skeleton here at some point
about 1 year ago
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reposted by
Chang Liao/廖畅
Richard Littauer
about 1 year ago
10 quick tips for making your software outlive your job! The preprint for our paper is now up at arXiv:
arxiv.org/abs/2505.06484
Hopefully it'll help people who are forced to leave. Still good advice for researchers, in general. Share widely?
#academia
#research
#stopthecuts
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10 quick tips for making your software outlive your job
Loss of key personnel has always been a risk for research software projects. Key members of the team may have to step away due to illness or burnout, to care for a family member, from a loss of financ...
https://arxiv.org/abs/2505.06484
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Time to try another time after falling back to VSCode multiple times.
www.jetbrains.com/clion/
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CLion: A Cross-Platform IDE for C and C++ by JetBrains
A powerful IDE from JetBrains helps you develop in C and C++ on Linux, macOS and Windows.
https://www.jetbrains.com/clion/
about 1 year ago
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It is that time of the year.
about 1 year ago
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Our lives are defined by opportunities; even the ones we miss.
www.reddit.com/r/nba/s/RB77...
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From the nba community on Reddit: Russell Westbrook explains the Westbrook experience: "I pride myself on being a force of nature on the floor. It may be a turnover, it may be a missed shot. But it ma...
Explore this post and more from the nba community
https://www.reddit.com/r/nba/s/RB77NYKVBJ
about 1 year ago
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This seems to be a good approach to track manuscript review status. JOSS also has a GitHub based review process.
about 1 year ago
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🤔
about 1 year ago
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This semester I gave a couple of lectures to the graduate students in University of Houston on water science. I was astonished to find out that several students are very interested in
#DGGS
#DGGRID
for hydrologic research. The Q&A session was filled with in-depth discussions.
about 1 year ago
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It literally took us five years to acknowledge that we need a better mesh for
#landsurfacemodel
. Regional refinement mesh for
#LSM
can be both efficient and effective for many scientific discoveries and applications.
#ESS
#PIMeeting
#DOE
about 1 year ago
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reposted by
Chang Liao/廖畅
HexWatershed
about 1 year ago
Geopotential based flow direction in the Greenland.
#hexwatershed
#unstructuredmesh
#mpas
#hydrology
#gis
#esm
#cartopy
#visualization
www.hexwatershed.org/gallery
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Just like USB C?
www.protoolreviews.com/doge-mandate...
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DOGE Mandates Power Tool Manufacturers Use Single Battery Platform
DOGE (the Department of Government Efficiency) has directed the DOE and EPA to mandate all manufacturers use a single power tool battery.
https://www.protoolreviews.com/doge-mandates-power-tool-manufacturers-use-same-battery/
about 1 year ago
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So, if this bill passes, PNNL will terminate me as a non-LPR. It's time to update my CV and find a new job.
www.congress.gov/bill/119th-c...
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https://www.congress.gov/bill/119th-congress/senate-bill/929/all-info
about 1 year ago
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Great work by
@kcallaghan.bsky.social
and others. Water table modeling using
#WTM
.
gmd.copernicus.org/articles/18/...
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The Water Table Model (WTM) (v2.0.1): coupled groundwater and dynamic lake modelling
Abstract. Ice-free land comprises 26 % of the Earth's surface and holds liquid water that delineates ecosystems, affects global geochemical cycling, and modulates sea levels. However, we currently lac...
https://gmd.copernicus.org/articles/18/1463/2025/
about 1 year ago
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The wait is over.
add a skeleton here at some point
about 1 year ago
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reposted by
Chang Liao/廖畅
AGU (American Geophysical Union)
over 1 year ago
AGU stands with federal scientists. Read more on
fromtheprow.agu.org/standing-tog...
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#GIS
challenge: find the convex hull of a list of lat/lon pairs on a sphere.
over 1 year ago
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It turns out injecting elevation information back into the
#MPAS
unstructured mesh isn’t an easy task.
#wethoughtitiseasy
over 1 year ago
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Didn’t know Wiley send out certificates to reviewers but glad I contributed.
over 1 year ago
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reposted by
Chang Liao/廖畅
CSDMS
over 1 year ago
CSDMS 2025 Annual Meeting Registration now open!!!
csdms.colorado.edu/wiki/Form:An...
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Working on a manuscript on what defines a good computational mesh for LSM.
over 1 year ago
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It is relatively easy to leave X and FB, but not
#Amazon
.
over 1 year ago
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Lateral flow affects thermal dynamics in Alaska.
#coldregion
#eco3d
#lateralflow
#alaska
#carboncycle
iopscience.iop.org/article/10.1...
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Changes in soil water content and lateral flow exert large effects on soil thermal dynamics across Alaskan landscapes - IOPscienceSearch
Changes in soil water content and lateral flow exert large effects on soil thermal dynamics across Alaskan landscapes, Liu, Xiangyu, Zhuang, Qianlai, Liao, Chang, Jorgenson, Mark Torre
https://iopscience.iop.org/article/10.1088/1748-9326/adaa05
over 1 year ago
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#Grammarly
I write like a technician.
over 1 year ago
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Sometimes I turn to Reddit for some QA because of the thread/channel feature. Now I want to give a try here.
#zojirushi
www.reddit.com/r/zojirushi/...
over 1 year ago
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Honored to receive the
#PNNL
EBSD core value BESTies award in Creativity.
over 1 year ago
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Mesh generation using meshtron.
#mesh
developer.nvidia.com/blog/high-fi...
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High-Fidelity 3D Mesh Generation at Scale with Meshtron | NVIDIA Technical Blog
Meshes are one of the most important and widely used representations of 3D assets. They are the default standard in the film, design, and gaming industries and they are natively supported by virtually...
https://developer.nvidia.com/blog/high-fidelity-3d-mesh-generation-at-scale-with-meshtron/
over 1 year ago
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Pop quiz: how can you snap a dam point to a river channel linestring on a sphere?
#gis
#hydrology
#computationalgeometry
over 1 year ago
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www.jpl.nasa.gov/news/as-the-...
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As the Arctic Warms, Its Waters Are Emitting Carbon
Runoff from one of North America’s largest rivers is driving intense carbon dioxide emissions in the Arctic Ocean.
https://www.jpl.nasa.gov/news/as-the-arctic-warms-its-waters-are-emitting-carbon/
over 1 year ago
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reposted by
Chang Liao/廖畅
HexWatershed
over 1 year ago
Our work is highlighted in
#DOE
#E3SM
#ESMD
Seamless coupling between land, river, and ocean (and lake too) for
#ESM
flood modeling.
e3sm.org/new-capabili...
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New capabilities of modeling multi-driver floods for E3SM - E3SM - Energy Exascale Earth System Model
E3SM All-Hands Presentations recordings are available via the E3SM's YouTube channel together with the PowerPoint slides.
https://e3sm.org/new-capabilities-of-modeling-multi-driver-floods-for-e3sm/
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reposted by
Chang Liao/廖畅
Mark Piper
over 1 year ago
Are you a grad student (or a recent graduate) that has written a model, or a component for a modeling system, or done something cool and modeling-adjacent as part of your research? If so, consider submitting your work for the 2025 Syvitski Student Modeler Award!
csdms.colorado.edu/wiki/Student...
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