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LSU Researchers Use AI to Predict and Model Wildfires

1
Articles
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Unique Sources
1.0
Importance
1.0
Diversity
T3
Top Tier
Snapshot born 22h ago · present at 89 data intervals (22h ago → 9m ago)

Story History

The story across its frozen snapshot generations (each shares ≥ half of this snapshot's articles). ─ articles · ─ sources · squares = generation births, sized by importance (outlined = open that snapshot; filled = this one) · baseline band = intervals the story was live · ticks below = each generation's tone.
3 0 Oct 07 21:00 UTC — 3 articles · 3 sources · importance 3.0 · tone -1.1 · shares 1 with viewedtone -1.1Oct 08 11:00 UTC — 1 articles · 1 sources · importance 1.0 · tone -1.1 (viewing)tone -1.1 Oct 07 21:00 Oct 09 09:15 UTC
Born Articles Sources Importance Shared with this snapshot
1d ago 3 3 3.0 1
Public Discourse · Bluesky · this story as of 42m ago
91 distinct posts / 48h, matching Wildfires 91 Model 17 Researchers 1
WhenPostTone
1d ago Wildfires across the western United States are altering forest landscapes, leaving researchers concerned about the ability of trees to recover in regions where fires were once part of the natural c… ×2 -4.0
42m ago Near surface smoke forecast for the CONUS area. Model run: 20261009T07:00 UTC Data from NOAA's HRRR CONUS (https://rapidrefresh.noaa.gov/hrrr/) Note that this product comes with absolutely no gu… ×2 —
3h ago Near surface smoke forecast for the CONUS area. Model run: 20261009T04:00 UTC Data from NOAA's HRRR CONUS (https://rapidrefresh.noaa.gov/hrrr/) Note that this product comes with absolutely no gu… ×2 +0.0
6h ago Near surface smoke forecast for the CONUS area. Model run: 20261009T01:00 UTC Data from NOAA's HRRR CONUS (https://rapidrefresh.noaa.gov/hrrr/) Note that this product comes with absolutely no gu… ×2 -2.0
9h ago Near surface smoke forecast for the CONUS area. Model run: 20261008T22:00 UTC Data from NOAA's HRRR CONUS (https://rapidrefresh.noaa.gov/hrrr/) Note that this product comes with absolutely no gu… ×2 -2.5
18h ago Near surface smoke forecast for the CONUS area. Model run: 20261008T13:00 UTC Data from NOAA's HRRR CONUS (https://rapidrefresh.noaa.gov/hrrr/) Note that this product comes with absolutely no gu… ×2 -2.0
21h ago Near surface smoke forecast for the CONUS area. Model run: 20261008T10:00 UTC Data from NOAA's HRRR CONUS (https://rapidrefresh.noaa.gov/hrrr/) Note that this product comes with absolutely no gu… ×2 -1.0
1d ago Near surface smoke forecast for the CONUS area. Model run: 20261008T07:00 UTC Data from NOAA's HRRR CONUS (https://rapidrefresh.noaa.gov/hrrr/) Note that this product comes with absolutely no gu… ×2 -2.0
1d ago Near surface smoke forecast for the CONUS area. Model run: 20261008T04:00 UTC Data from NOAA's HRRR CONUS (https://rapidrefresh.noaa.gov/hrrr/) Note that this product comes with absolutely no gu… ×2 -1.0
1d ago Near surface smoke forecast for the CONUS area. Model run: 20261008T01:00 UTC Data from NOAA's HRRR CONUS (https://rapidrefresh.noaa.gov/hrrr/) Note that this product comes with absolutely no gu… ×2 +0.0
1d ago Near surface smoke forecast for the CONUS area. Model run: 20261007T22:00 UTC Data from NOAA's HRRR CONUS (https://rapidrefresh.noaa.gov/hrrr/) Note that this product comes with absolutely no gu… ×2 -1.0
1d ago Near surface smoke forecast for the CONUS area. Model run: 20261007T19:00 UTC Data from NOAA's HRRR CONUS (https://rapidrefresh.noaa.gov/hrrr/) Note that this product comes with absolutely no gu… ×2 -1.0
1d ago 🔥 Where wildfire smoke is forecast near the ground over the next 24 hours, from NOAA's HRRR-Smoke model. Darker shading = more smoke. Active NWS smoke alerts post here as they're issued. #wildfire … -2.5
1d ago Risk Theory is using ZestyAI's property-level wildfire model to expand homeowners cover in California as traditional insurers retreat. The E&S programme leans on AI scoring to price risk more preci… +2.5
1d ago Near surface smoke forecast for the CONUS area. Model run: 20261007T16:00 UTC Data from NOAA's HRRR CONUS (https://rapidrefresh.noaa.gov/hrrr/) Note that this product comes with absolutely no gu… ×2 -1.5
1d ago Fire Weather and Atmospheric Composition Model Developer in Boulder CO: csusystem.wd12.myworkdayjobs.com/fortcollins_... +1.0
1d ago Near surface smoke forecast for the CONUS area. Model run: 20261007T13:00 UTC Data from NOAA's HRRR CONUS (https://rapidrefresh.noaa.gov/hrrr/) Note that this product comes with absolutely no gu… ×2 +0.0
1d ago Near surface smoke forecast for the CONUS area. Model run: 20261007T10:00 UTC Data from NOAA's HRRR CONUS (https://rapidrefresh.noaa.gov/hrrr/) Note that this product comes with absolutely no gu… ×2 +0.0
5h ago 12 local photographers will provide free mini family photo sessions for families who lost their homes to the August wildfires. +6.0
6h ago #California #Los Angeles #wildfire #Wildfires 🌐 www.newsmart.ch -4.0
7h ago I’m just upset that it’s 85f no rain wildfires burning in October… and no one seems to notice. I’ll behave going forward. 🌎💙 -3.0
7h ago Those wildfires in Chicago and Peshtigo led to almost the entire UP being clear cut to provide wood to rebuild Chicago. -1.5
7h ago specifically, i'm guessing you're having feelings about the wildfires +0.0
7h ago How awful. I know he’s denied claims in 7-8 other states—plus a couple wildfires here (that started on federal wildlands). Such a pompous ignorant old fool, using his power to punish the states th… -6.0
7h ago There were also a few big wildfires on the west shore of the lower peninsula that started at the same time. -3.0
8h ago @thetraecrowder.bsky.social @frangeladuo.bsky.social @stephaniemiller.bsky.social @maddow.bsky.social @lawrenceodonnell.bsky.social As I spent hours raking leaves on an acre lot, I reflected back o… -6.0
8h ago I wish you could send the rain to the West Coast. There’s still wildfires burning here… 🌲🌲💔 -5.0
9h ago GREAT 👍...as California actually NEEDS MORE Rescue Helicopters for Fire 🔥 rescues ...the Napa -Sonoma wildfires and Southern California wildfires proved what California needs for Natural Catastrop… +3.0
9h ago Love how there’s a red flag warning for potential wildfires in Big Timber today and a forecast of 8” of snow Sunday and 3” on monday 🙃 -1.5
9h ago With record wildfires this summer in Oregon, I just want it to rain… and I love 60f, bring it on! Mt. Hood is completely rock right now. 🌧️🌧️🌧️ +3.0

Articles in Story

Tier Title Category Source Feeling SentimentSentiment Score (-5 to +5)
LLM-assessed emotional tone of coverage.

-5 = extremely negative/alarming
0 = neutral/factual
+5 = extremely positive/hopeful

The colored bar shows position on the scale. Emotion badge uses Plutchik's 8 primary emotions: joy, trust, fear, surprise, sadness, disgust, anger, anticipation.
T3 LSU Researchers Use AI to Predict and Model Wildfires wildfire_prevention govtech.com innovative, hopeful, technical
-1.1
anticipation