2026-04-04 22:05:54
Why forest loss is making our watersheds leak rain #environment
Why forest loss is making our watersheds leak rain #environment
Golden glow
(It's a bit of a theme this week... the local woods keep delivering magic light :)
#EveningWalk #NaturePhotography #Forest
EKPC cannot build Big Hill Line through Berea College Forest, judge rules https://www.theedgebereaky.com/ekpc-cannot-build-big-hill-line-through-berea-college-forest-judge-rules/
@…
'Im Nirgendwo' 'in the nowhere'
It might look like a "normal" hiking photo. But that day I hiked into an area where I didn't see nor hear anybody for quite some hours!
Shortly after I took this photo, I reached a spot where I just stopped, looked around and - except for the trail - everything was just …
"Even a Few Scattered Trees on Farmland Can Be a Boon for Wildlife"
#Trees #Environment #Nature
Huge Oil Drilling Plan Threatens Alabama’s Conecuh National Forest https://biologicaldiversity.org/w/news/press-releases/huge-oil-drilling-plan-threatens-alabamas-conecuh-national-forest-2026-02-02/
<…🌳 AI helps find trees in a forest: Researchers achieve 3D forest reconstruction from remote sensing data
#trees
plant_pol_kato: Kato plant-pollinator web
A bipartite network of plants and pollinators from Kyoto University Forest of Ashu, Japan, from 1984 to 1987. Edge weights represent frequency of interactions.
This network has 772 nodes and 1206 edges.
Tags: Biological, Food web, Weighted
https://networks.skewed.d…
Whelp, looks like I didn't catch the announcement that thefolklore.cafe would be shutting down and now #MythologyMonday is without a home.
What server(s) can you recommend for a folklore and mythology-themed weekly hashtag?
Boosts welcome ❤️
@…
Brought home some #espresso beans. Pulled a shot on a Bambino Plus with default settings, then made a cappuccino on the same machine. Tomorrow I'll try with the Flair 58.
Thanks to @… for the lovely mug (it’s not blurry IRL).
🇺🇦 #NowPlaying on BBCRadio3's #NightTracks
Wild Mountain Echoes & Wild Mountain Echoes:
🎵 Forest Resonance
#WildMountainEchoes
"Deforestation leads to more extreme weather events in the Amazon region"
#AmazonRainforest #Trees #Environment
Sadly couldn't join myself (wife wasn't feeling good and wanted me to stay home and help parent while she napped) but my SAR team participated in a great inter-agency training this past weekend.
It's always nice to practice alongside volunteers from other teams that we work with on real incidents and get to know each other without the pressure of a real emergency.
One note: I half feel like there should be a CW on this post for mentioning law enforcement in a positiv…
Not seeing any redeeming qualities in this US-owned mining corporation. https://www.abc.net.au/news/2026-02-18/alcoa-fined-for-clearing-jarrah-forest-for-bauxite-mine/106359988 Why do countries like NZ and AU continue to allow an…
Last photo from a week ago when temperatures were high and we enjoyed some time out.
When I look at the photo I notice that ... "times" ago I didn't like the brown grass after winter as I was missing the vivid green.
That day however I didn't even think about it. Maybe becuase of the sun ... or the nice contrast of these heather like flowers? Anyways - it's been a great day out there.
BREAKING: Trump Administration Orders Dismantling of the U.S. Forest Service (Jim Pattiz/More Than Just Parks)
https://morethanjustparks.substack.com/p/breaking-trump-administration-orders
http://www.memeorandum.com/260401/p108#a260401p108
"Grasslands are vanishing nearly four times faster than forests, global study finds"
#Grasslands #Environment
https://…
Deforestation leads to more extreme weather events in the Amazon region #Amazon
🇺🇦 Auf radioeins läuft...
The Cure:
🎵 A Forest
#NowPlaying #TheCure
https://divmod.bandcamp.com/album/the-cure-a-forest-divmod-remix
https://open.spotify.com/track/00Amd2EiGo17YoZyOjk3VV
💧 Forest loss can make watersheds 'leakier,' global study suggests
#forests
Costa Rica stands out: it reversed deforestation and regrew its rainforest.
Many factors have contributed to this, but Carlos Manuel Rodriguez, CEO of the Global Environment Facility (GEF), asserts that political dialogue between the departments in charge of environment, agriculture, and mining played a key role.
He also believes that #Madagascar has greater potential than Costa Rica h…
Yes the rivalry is there I just can’t see the forest for the trees #Reheat #HeatedRivalry
🇺🇦 #NowPlaying on KEXP's #PacificNotions
Space Ghost:
🎵 Forest Dub
#SpaceGhost
https://space-ghost.bandcamp.com/track/forest-dub
https://open.spotify.com/track/0nMfiQn1r0dYoWbZznBp6q
Wildfires accelerate winter snowmelt in Oregon's western Cascades, study finds #Oregon
More Odin Sphere, just a relaxing Saturday. Switched over to a different controller, but still having a great time.
#ps4 #odinSphere #shadPS4
Series C, Episode 02 - Powerplay
ZEE: He's not a primitve.
BARR: He was with them.
ZEE: Look at his clothes, he's not one of them.
BARR: It's not important, anyhow.
ZEE: Oh, the poor thing's hurt.
BARR: [To Vila] Here, let me help you.
https://blake.torpidity.net/m/302/229
through a series of comical mishaps, a disgraced former samurai fleeing the fall of the Ashikaga Shogunate ends up in Nottingham, where he hides out in the forest until coming to blows with the local sheriff
ronin hood
For today's #MountainMonday I want to share this view again that we had when we were hiking through this beautiful forest.
More about it here:
https://www.franzgraf.de/blog/2025/reflect…
Evening walk. Each (end of) day this past week had such amazing light/mood... it's good to get out!
#EveningWalk #SilentSunday #LandscapePhotography
Indonesia’s deforestation surges 66% in 2025, reversing years of decline https://news.mongabay.com/2026/04/indonesias-deforestation-surges-66-in-2025-reversing-years-of-decline/
From Isolation to Integration: Building an Adaptive Expert Forest for Pre-Trained Model-based Class-Incremental Learning
Ruiqi Liu, Boyu Diao, Hangda Liu, Zhulin An, Fei Wang, Yongjun Xu
https://arxiv.org/abs/2602.20911 https://arxiv.org/pdf/2602.20911 https://arxiv.org/html/2602.20911
arXiv:2602.20911v1 Announce Type: new
Abstract: Class-Incremental Learning (CIL) requires models to learn new classes without forgetting old ones. A common method is to freeze a pre-trained model and train a new, lightweight adapter for each task. While this prevents forgetting, it treats the learned knowledge as a simple, unstructured collection and fails to use the relationships between tasks. To this end, we propose the Semantic-guided Adaptive Expert Forest (SAEF), a new method that organizes adapters into a structured hierarchy for better knowledge sharing. SAEF first groups tasks into conceptual clusters based on their semantic relationships. Then, within each cluster, it builds a balanced expert tree by creating new adapters from merging the adapters of similar tasks. At inference time, SAEF finds and activates a set of relevant experts from the forest for any given input. The final prediction is made by combining the outputs of these activated experts, weighted by how confident each expert is. Experiments on several benchmark datasets show that SAEF achieves SOTA performance.
toXiv_bot_toot
Image credit: Google Gemini.
#MAGA #Christmas
🐈⬛ ‘They’re scared of us now’: how co-investment in a tropical forest saw off loggers
https://www.theguardian.com/environment/2025/dec/25/they-are-scared-of-us-now-how-one-tropical-forest-turned-the-tide-on-log…
Forest Service Took Years to Address PFAS in Wildland Firefighter Gear — ProPublica
https://www.propublica.org/article/forest-service-forever-chemical-firefighter-pfas
Emmanuelle Parrenin - "Pérélandra" (2017)
#NowPlaying
»The origins of the exact dimensions of Letter size paper are lost in tradition and not well documented. The American Forest and Paper Association argues that the dimension originates from the days of manual papermaking and that the 11-inch length of the page is about a quarter of "the average maximum stretch of an experienced vatman's arms."« 🤡
Source:
despite the fact Mr. Blazy set the show in a fairy-tale-pink forest speckled with Wonderland-size magic mushrooms, he named birds as an inspiration
🇺🇦 Auf radioeins läuft...
The Cure:
🎵 A Forest
#NowPlaying #TheCure
https://divmod.bandcamp.com/album/the-cure-a-forest-divmod-remix
https://open.spotify.com/track/00Amd2EiGo17YoZyOjk3VV
Bergrücken
(From the same October morning as the previous image...)
#SilentSunday #LandscapePhotography #NaturePhotography
So I'm walking out of the forest, found a way to cross the small river and I'm trying to get to the main road. The road straight ahead is going through a farmstead (surrounded by fence), with "private property, keep out", etm. So I'm turning to the side road. That one is going next to another farmstead (outside the fence), yet "private property", etm.
Seriously, what's wrong with these people?! Did the capitalism mess up their brains so much?! What am I supposed to do, walk straight through their fields?!
#AntiCapitalism
"Conservation Groups Push for Fossil-Free Forest Zones at COP30"
#COP30 #Environment
https://h…
Indigenous communities oppose Papua forest rezoning for palm oil https://news.mongabay.com/2026/02/indigenous-communities-oppose-papua-forest-rezoning-for-palm-oil/
plant_pol_kato: Kato plant-pollinator web
A bipartite network of plants and pollinators from Kyoto University Forest of Ashu, Japan, from 1984 to 1987. Edge weights represent frequency of interactions.
This network has 772 nodes and 1206 edges.
Tags: Biological, Food web, Weighted
https://networks.skewed.d…
Tracking Southern China’s Forest Growth from Space: #forests grow from space: https://www.eurekalert.org/news-releases/1113767
Vanuatu communities move to protect taro, an ancestral climate-resilient crop (analysis)
https://news.mongabay.com/2026/01/vanuatu-communities-move-to-protect-taro-an-ancestral-climate-resilient-crop-analysis/…
'Hohe Berge' #FotoVorschlag 'High Mountains'
High #Mountains - okay - I had to smile this morning because I thought "yeah, I have something for this topic!"
This is one of my very loved photos. It took me a bit until I was able to take right this photo b…
Weekly Climate Solutions Digest #20!! 💖🌊✨
https://www.forpeopleandpla.net/weekly-climate-solutions-digest-20/?utm_source=bri-mastodon&utm_medium=social&src=mstdn
"Some are proud because they made a lot of money while cutting down a forest. Others are proud because they are planting trees that will produce the oxygen breathed by their grandchildren. What if success was not privatizing resources but instead contributing to the commons, to make it each day better, richer, stronger?" — @…
Why there’s no European Google?…
Replaced article(s) found for cs.CL. https://arxiv.org/list/cs.CL/new
[5/5]:
- AppellateGen: A Benchmark for Appellate Legal Judgment Generation
Yang, Wang, Fan, Hu, Wang, Liu, Zeng, Fu, Gong, Zhang, Li, Zheng, Xu
https://arxiv.org/abs/2601.01331 https://mastoxiv.page/@arXiv_csCY_bot/115847038572575387
- Vision-Language Agents for Interactive Forest Change Analysis
James Brock, Ce Zhang, Nantheera Anantrasirichai
https://arxiv.org/abs/2601.04497 https://mastoxiv.page/@arXiv_csCV_bot/115864542639529766
- FigEx2: Visual-Conditioned Panel Detection and Captioning for Scientific Compound Figures
Jifeng Song, Arun Das, Pan Wang, Hui Ji, Kun Zhao, Yufei Huang
https://arxiv.org/abs/2601.08026 https://mastoxiv.page/@arXiv_csCV_bot/115892719657942341
- Sparse-RL: Breaking the Memory Wall in LLM Reinforcement Learning via Stable Sparse Rollouts
Luo, Zhang, Hu, Zhang, Wang, Su, Sun, Liang, Zhang
https://arxiv.org/abs/2601.10079 https://mastoxiv.page/@arXiv_csLG_bot/115904206341755873
- Compounding Disadvantage: Auditing Intersectional Bias in LLM-Generated Explanations Across India...
Amogh Gupta (Neil), Niharika Patil (Neil), Sourojit Ghosh (Neil), SnehalKumar (Neil), S Gaikwad
https://arxiv.org/abs/2601.14506 https://mastoxiv.page/@arXiv_csCY_bot/115937624654783353
- Measuring Complexity at the Requirements Stage: Spectral Metrics as Development Effort Predictors
Vierlboeck, Pugliese, Nilchian, Grogan, Babu
https://arxiv.org/abs/2602.07182 https://mastoxiv.page/@arXiv_csSE_bot/116045826365214235
- CoPE-VideoLM: Leveraging Codec Primitives For Efficient Video Language Modeling
Sarkar, Pautrat, Miksik, Pollefeys, Armeni, Rad, Dusmanu
https://arxiv.org/abs/2602.13191 https://mastoxiv.page/@arXiv_csCV_bot/116079824094529198
- MoD-DPO: Towards Mitigating Cross-modal Hallucinations in Omni LLMs using Modality Decoupled Pref...
Ashutosh Chaubey, Jiacheng Pang, Mohammad Soleymani
https://arxiv.org/abs/2603.03192 https://mastoxiv.page/@arXiv_csCV_bot/116170511143131333
- Image Generation Models: A Technical History
Rouzbeh Shirvani
https://arxiv.org/abs/2603.07455 https://mastoxiv.page/@arXiv_csCV_bot/116204960613280699
- Rethinking Attention Output Projection: Structured Hadamard Transforms for Efficient Transformers
Shubham Aggarwal, Lokendra Kumar
https://arxiv.org/abs/2603.08343 https://mastoxiv.page/@arXiv_csLG_bot/116205064359384079
- FGTR: Fine-Grained Multi-Table Retrieval via Hierarchical LLM Reasoning
Chaojie Sun, Bin Cao, Tiantian Li, Chenyu Hou, Ruizhe Li, Jing Fan
https://arxiv.org/abs/2603.12702 https://mastoxiv.page/@arXiv_csIR_bot/116237827836520478
- CausalEvolve: Towards Open-Ended Discovery with Causal Scratchpad
Yongqiang Chen, Chenxi Liu, Zhenhao Chen, Tongliang Liu, Bo Han, Kun Zhang
https://arxiv.org/abs/2603.14575 https://mastoxiv.page/@arXiv_csLG_bot/116243782215605653
- Silicon Bureaucracy and AI Test-Oriented Education: Contamination Sensitivity and Score Confidenc...
Yiliang Song, Hongjun An, Jiangan Chen, Xuanchen Yan, Huan Song, Jiawei Shao, Xuelong Li
https://arxiv.org/abs/2603.21636 https://mastoxiv.page/@arXiv_csAI_bot/116283590092117172
- Problems with Chinchilla Approach 2: Systematic Biases in IsoFLOP Parabola Fits
Eric Czech, Zhiwei Xu, Yael Elmatad, Yixin Wang, William Held
https://arxiv.org/abs/2603.22339 https://mastoxiv.page/@arXiv_csLG_bot/116288991182888131
- X-OPD: Cross-Modal On-Policy Distillation for Capability Alignment in Speech LLMs
Di Cao, Dongjie Fu, Hai Yu, Siqi Zheng, Xu Tan, Tao Jin
https://arxiv.org/abs/2603.24596 https://mastoxiv.page/@arXiv_eessAS_bot/116300009464853696
toXiv_bot_toot
"The forest gardens were filled with plants that benefited humans, but they also continue to provide food for birds, bears, and insect pollinators, even after 150 years of neglect."
Notice how this debunks mainstream conservationism's dichotomy between "wild" land conserved for the environment's sake, and land developed for human use. Here, human activity improved the land's use both for humans AND the wider web of life we're part of.
🇺🇦 #NowPlaying on BBCRadio3's #NightTracks
Fergus McCreadie & Rob Luft:
🎵 Forest Floor
#FergusMcCreadie #RobLuft
plant_pol_kato: Kato plant-pollinator web
A bipartite network of plants and pollinators from Kyoto University Forest of Ashu, Japan, from 1984 to 1987. Edge weights represent frequency of interactions.
This network has 772 nodes and 1206 edges.
Tags: Biological, Food web, Weighted
https://networks.skewed.d…
Series D, Episode 13 - Blake
ARLEN: I won it in a lottery. What do you care?
BLAKE: I don't, so long as it wasn't issued to you.
ARLEN: It's Federation.
BLAKE: That's what I mean.
ARLEN: Do I look like one of theirs?
https://blake.torpidity.net/m/413/40…
Argentina declares emergency over Patagonia wildfires https://phys.org/news/2026-01-argentina-declares-emergency-patagonia-wildfires.html
Argentina fires ravage pristine Patagonia forests, fueling criticism of Milei’s austerity
🇺🇦 #NowPlaying on KEXP's #PacificNotions
Miguel Otero & Raquel Pavón:
🎵 A single chord played in the entire forest
#MiguelOtero #RaquelPavón
#newRelease 🆕 single
https://norayrecords.bandcamp.com/track/a-single-chord-played-in-the-entire-forest
https://open.spotify.com/track/3nxanoJ1oD0rlYAhBHnqNz
Yes, forest trees die of old age. But the warming climate is killing them faster
https://phys.org/news/2026-01-forest-trees-die-age-climate.html
Hey folks,
here's one of the photos from my recent blog post - just in case you didn't want to read the blog post ;)
Thsi was a weeka go - before winter returned. I've some winter photos from the weekend but I haven't finished them yet .. stay tuned ;)
#hiking #mountains
Höllental ❤️
(Named after the hellish canyon section at the bottom of this most amazing valley, a section with tunnels and waterfalls which made the valley impassible during winter months (even still now) and the only way in & out is via a very narrow path along the rocks higher up...)
#FootpathFriday
#CoronaDischarges Glow on Trees Under Thunderstorms: https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2025GL119591 -> Thunderstorms conjure ghostly coronae in treetops, observed outdoors for the first time: https://news.agu.org/press-release/thunderstorms-conjure-ghostly-coronae-in-treetops-observed-outdoors-for-the-first-time/ - the weak electric discharges may set off ultraviolet sparkles over large swaths of forest under storms, potentially impacting canopy health (this is fringe geophysics but some amateur astronomers are going after corona discharges - esp. in webcam images from mountain sites - with a vengeance, so here goes).
🪵 Nepal’s community forests sit on unsold timber
#nepal
🇺🇦 #NowPlaying on BBCRadio3's #NightTracks
Eivind Aarset, Jan Bang & Audun Kleive:
🎵 The Whispering forest
#EivindAarset #JanBang #AudunKleive
https://open.spotify.com/track/2xutmPiyDhW2YqOFab1yJk
Back from a very wet (local weather history says 1.76 inches or 45 mm of rain yesterday) SAR training weekend.
Lots of good land navigation drills both on trail and bushwhacking through heavy brush. Everyone's rain gear got a good workout and there were definitely a few hard lessons learned about underperforming gear.
Wrapped the weekend up with a mock search, finding our "missing person" with a "head injury", plus her friend who had gone for help but &quo…
"From forest to flatpack, IKEA faces timber traceability test under EUDR"
#Ikea #Wood #Environment
🇺🇦 #NowPlaying on KEXP's #JazzTheatre
Fontanelle:
🎵 When the Fire Hits the Forest
#Fontanelle
https://fontanellesl.bandcamp.com/track/when-the-fire-hits-the-forest
https://open.spotify.com/track/7iuApTmOY414DXekkgkcN2
It's #footpathfriday and it is #winter ... So I searched for a photo that would show exactly that. -- a couple of years ago I went to a nearby mountain after some fresh snowfall.
The trail usually clearly visible was sometimes barely visible directly, but the landscape just showed th…
plant_pol_kato: Kato plant-pollinator web
A bipartite network of plants and pollinators from Kyoto University Forest of Ashu, Japan, from 1984 to 1987. Edge weights represent frequency of interactions.
This network has 772 nodes and 1206 edges.
Tags: Biological, Food web, Weighted
https://networks.skewed.d…
🎃 Carbon and charisma: How climate network CC35 tricked its way to the limelight
https://news.mongabay.com/2025/12/carbon-and-charisma-how-climate-network-cc35-tricked-its-way-to-the-limelight/
🇺🇦 #NowPlaying on BBCRadio3's #NightTracks
Wilhelm Stenhammar, Miah Persson & Roger Vignoles:
🎵 I skogen (In the Forest)
#WilhelmStenhammar #MiahPersson #RogerVignoles
Series C, Episode 02 - Powerplay
SERVALAN: Good. That will be all for the moment.
[Scene - the forest on the planet's surface]
LOM: We will rest.
VILA: Much further to go?
LOM: Not far. [to Mall] Scout the ground ahead. [To Vila] The hunters are out.
https://blake.torpidity.net/m/302/165
Frozen forest
(From tonight's evening walk in the local woods...)
#SilentSunday #MonochromeMonday #LandscapePhotography
My #silentsunday photo is from last week, where it was about 15°C warmer.
Anyways - to me, a silent sunday means to relax, no rush, seeing the little flowers near the trail. Taking the time to knee down and take a photo - just for the sake of capturing a silent moment.
Enjoying a tiny flower while other pass by and maybe not even recognize a little colorful island.
"Colombia poised for another drop in deforestation in 2025, data show"
#Colombia #Deforestation #Environment
🇺🇦 #NowPlaying on KEXP's #PacificNotions
Jayke M:
🎵 Inner Forest
#JaykeM
https://jaykem.bandcamp.com/track/inner-forest
Massabesic Lake East of Manchester, N.H. where I grew up -- I hiked here almost every day as a kit
#photo #photography #landscape
Yes, forest trees die of old age. But the warming climate is killing them faster #environment
🇺🇦 #NowPlaying on BBCRadio3's #NightTracks
Jane Sheldon, Tasmanian Symphony Orchestra & Ola Rudner:
🎵 Wild Swans - Concert Suite: 8. Darkness in the Forest
#JaneSheldon #TasmanianSymphonyOrchestra #OlaRudner
#Spotify
Series C, Episode 02 - Powerplay
AVON: All right, continue recovery program. [Avon leaves the flight deck, an unconscious Dayna is dragged in by Klegg and a guard.]
KLEGG: Bring her round.
[Scene - the Chengan forest]
https://blake.torpidity.net/m/302/319 B7B3
plant_pol_kato: Kato plant-pollinator web
A bipartite network of plants and pollinators from Kyoto University Forest of Ashu, Japan, from 1984 to 1987. Edge weights represent frequency of interactions.
This network has 772 nodes and 1206 edges.
Tags: Biological, Food web, Weighted
https://networks.skewed.d…
Deforestation is drying out the Amazon rainforest faster than previously thought #Amazon
Rays of hope...
#MorningWalk #MonochromeMonday #LandscapePhotography #NaturePhotography
"660-Square Miles of Critical Biodiverse Forest Now Protected in Bolivia"
#Bolivia #Environment
https://www.goodnewsnetwork.org…
"Tree Bark Microbes and Climate Gases Reveal Hidden Forest Climate Regulation"
#Trees #Environment
https://
Morning Glory
(Somewhere in southern Bavaria, whilst on a beautiful, but freezing early morning photo safari two years ago...)
#SilentSunday #LandscapePhotography #Photography
‘The land will be left as ashes’: why Patagonia’s wildfires are almost impossible to stop https://www.theguardian.com/global-development/2026/jan/27/argentina-patagonia-wildfires-j…
'Tierische Begegnungen' #FotoVorschlag
'animal(ic) encounter'
I wasn't sure if I have a good or funny one to share with this topic. But I remembered visiting a wildlife park nearby at an autumn day.
It was a beautiful stroll through the park, watching the wildlife there when this situation came to be. Unplanned, just by pure luck.
And well.. I thin…
"Volunteers Plant ‘Mega Hedge’ 15 Miles Across England, Connecting Wildlife in Two National Parks"
#UK #UnitedKingdom #Environment
Latest 8x6" toned kallitype print, fresh from the tray (well, from the drying line)... 🤩
(Kallitype is quite challenging in terms of balancing achieving deep blacks vs detail, so this scene took quite some tweaking to retain the details in the band of dark shadowy forest, but I'm happy how it turned out...)
#AltProcess
Just returned from a wonderful 11km Friday afternoon walk along the boundary between the seasons...
#FootpathFriday #LandscapePhotography #NaturePhotography
Canada invests $1m into mining exploration on Indigenous land https://news.mongabay.com/short-article/2026/03/canada-invests-1m-into-mining-exploration-on-indigenous-land/
"Study maps tree-planting risks and rewards for climate and biodiversity"
#Biodiversity #Climate #ClimateChange
Satellite record shows boreal forests expanded 12% and shifted north since 1985 #environment
"Amazon deforestation raises surface temperature by 3°C during dry season, satellite data show"
#AmazonRainforest #Deforestation