Episode 37: Overstory and fuel traits drive moisture dynamics of mesophytic and pyrophytic leaf litter and 10-h woody debris fuels in a mixed longleaf pine-hardwood woodland

Fire Ecology Chats

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

منذ 7 أيام1:14:43

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Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying mathematical concepts that power modern machine learning, to help everyone grasp this technology impacting our lives–even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

منذ عام واحد 10:35

M4A•منزل الحلقة

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Heather Alexander and Jeffrey Cannon about reintroducing fire into mixed longleaf pine-hardwood woodlands, and how that will be affected by the shade-tolerant, fire-sensitive species that have grown during periods of fire exclusion.

Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-024-00294-8

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#Science #Association For Fire Ecology

Fire Ecology Chats

Episode 37: Overstory and fuel traits drive moisture dynamics of mesophytic and pyrophytic leaf litter and 10-h woody debris fuels in a mixed longleaf pine-hardwood woodland

Fire Ecology Chats

published منذ عام واحد

M4A•منزل الحلقة

Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-024-00294-8

41 حلقات

#Science #Association For Fire Ecology

كل الحلقات

Fire Ecology Chats

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Episode 41: Fire effects on plant communities in Ozark woodlands and glades 7:50

منذ 9 hours7:50

7:50

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Carolyn Stephen, Jamie Ladner, and Lauren Sullivan about the effects of prescribed fire on plant communities like dry woodlands, dry-mesic woodlands, and glades in Missouri, USA. Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-024-00299-3…

Fire Ecology Chats

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Episode 40: Crown fires remove a fire-sensitive canopy dominant from oak-juniper woodlands: results from long-term monitoring of wildfires 7:55

منذ 14 يومًا7:55

7:55

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Erica Smithwick about how oak-juniper woodlands respond to crown fires in Fort Cavazos, and how that affects species like the endangered golden-cheeked warbler. Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-024-00311-w…

Fire Ecology Chats

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Episode 39: Barriers and opportunities for implementing prescribed fire: lessons from managers in the mid-Atlantic region, United States 11:49

منذ 24 يومًا11:49

11:49

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Erica Smithwick about how managers in the mid-Atlantic region of the United States can safely put prescribed fire back into the landscape to address local issues. Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-024-00315-6…

Fire Ecology Chats

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Episode 38: Untrammeling the wilderness: restoring natural conditions through the return of human-ignited fire 9:22

منذ 6 weeks9:22

9:22

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Clare Boerigter, Sean Parks, and Jonathan Long about using intentional, human-ignited fire as a tool to restore natural conditions within wilderness. See companion StoryMap here https://storymaps.arcgis.com/stories/57bac07618ef4e1c922a6ac0b5835bee Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-024-00297-5…

Fire Ecology Chats

1
Episode 37: Overstory and fuel traits drive moisture dynamics of mesophytic and pyrophytic leaf litter and 10-h woody debris fuels in a mixed longleaf pine-hardwood woodland 10:35

منذ 8 weeks10:35

10:35

Fire Ecology Chats

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Episode 36: Modeling spatial patterns of longleaf pine needle dispersal using long-term data 8:21

منذ 12 weeks8:21

8:21

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Doug Aubrey and Jeffrey Cannon about better predicting the leaf litter component in a pine forest to better understand how fire might move through forests under different management scenarios. Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-023-00209-z…

Fire Ecology Chats

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Episode 35: Roles of fire in the plant communities of the eastern Edwards Plateau of Texas 6:03

منذ 17 weeks6:03

6:03

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Norma Fowler and Rebecca Carden about the management applications of re-introducing surface fires into the woodlands, savannas, and shrubland of Central Texas. Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-024-00286-8…

Fire Ecology Chats

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Episode 34: Coexisting with wildfire: strengthening collective capacity by changing the status quo 10:53

منذ 19 weeks10:53

10:53

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Christine Eriksen about strengthening our collective capacity to coexist with wildfire by embracing local and indigenous fire stewardship practices, enabling workforce diversity and inclusive leadership culture, and providing sustainable working conditions for wildland firefighters. Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-024-00290-y…

Fire Ecology Chats

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Episode 33: Strategic fire zones are essential to wildfire risk reduction in the Western United States 8:30

منذ 22 weeks8:30

8:30

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Malcolm North and Paul Hessburg about using strategic fire zones to minimize wildfire risk in the Western U.S. Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-024-00282-y…

Fire Ecology Chats

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Episode 32: Impact and recovery of forest cover following wildfire in the Northern Rocky Mountains of the United States 5:13

منذ 24 weeks5:13

5:13

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Maggie Epstein about how climate change is influencing forest cover following wildfire in the Northern Rocky Mountains. Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-024-00285-9…

Fire Ecology Chats

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Episode 31: Changing fire regimes in East and Southern Africa’s savanna-protected areas: opportunities and challenges for indigenous-led savanna burning emissions abatement schemes 11:04

منذ 27 weeks11:04

11:04

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Abigail Croker about the process of conducting this important research on changing fire regimes in East and Southern Africa’s savanna-protected areas, focusing on indigenous-led savanna burning emissions abatement schemes. Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-023-00215-1…

Fire Ecology Chats

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Episode 30: Characterizing post-fire delayed tree mortality with remote sensing: sizing up the elephant in the room 7:47

منذ 29 weeks7:47

7:47

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Matt Reilly about using remote sensing to detect delayed mortality through spectral decline in trees in California, Oregon, and Washington over a five-year period following a fire. Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-023-00223-1…

Fire Ecology Chats

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Episode 29: Simulating dynamic fire regime and vegetation change in a warming Siberia 11:53

منذ 32 weeks11:53

11:53

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Neil Williams and Melissa Lucash about how fire and climate change influence the boreal forests of Siberia by examining simulations. Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-023-00188-1…

Fire Ecology Chats

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Episode 28: Fire severity influences large wood and stream ecosystem responses in western Oregon watersheds 10:13

منذ 34 weeks10:13

10:13

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Ashley Coble, Brooke Penaluna, and Laura Six about identifying key relationships between forested streams, fire, and large wood that change with fire severity and/or watershed stand age. Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-023-00192-5…

Fire Ecology Chats

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Episode 27: The impact of UAS aerial ignition on prescribed fire: a case study in multiple ecoregions of Texas and Louisiana 8:46

منذ 1 year8:46

8:46

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Brett Lawrence about a study that assessed the use and impact of Small Unmanned Aerial System (UAS) aerial ignition during prescribed fire operations over multiple years. Full journal article can be found at https://fireecology.springeropen.com/articles/10.1186/s42408-023-00170-x…

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Fire Ecology Chats « » Episode 37: Overstory and fuel traits drive moisture dynamics of mesophytic and pyrophytic leaf litter and 10-h woody debris fuels in a mixed longleaf pine-hardwood woodland

Episode 37: Overstory and fuel traits drive moisture dynamics of mesophytic and pyrophytic leaf litter and 10-h woody debris fuels in a mixed longleaf pine-hardwood woodland

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Episode 37: Overstory and fuel traits drive moisture dynamics of mesophytic and pyrophytic leaf litter and 10-h woody debris fuels in a mixed longleaf pine-hardwood woodland