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#Earth System Science

Showing: 42 courses
Santa Fe Institute

Quantifying Resilience in Complex Systems - From Humans to Ecosystems

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Explore quantitative methods for measuring resilience in diverse systems, from ecosystems to human psychology, using critical slowing down and probabilistic approaches to understand tipping points and recovery.
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25 Lesons
1 hour 2 minutes
On-Demand
Free-Video
KISSCaltech

Estimating Fluxes in the Carbon Cycle

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Dive into estimating fluxes in the carbon cycle with insights from Anna Michalak's talk at the Keck Institute for Space Studies short course on quantifying emissions.
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1 Lesons
32 minutes
On-Demand
Free-Video
The Julia Programming Language

Enabling Spectral Indices Computation with SpectralIndices.jl

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Explore SpectralIndices.jl, a Julia package simplifying spectral indices computation in remote sensing. Learn its features, data compatibility, and user-friendly interface for efficient Earth system research analysis.
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1 Lesons
10 minutes
On-Demand
Free-Video
AGU

Global Environmental Policy - Sagan Lecture Seminar Series

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Explore global environmental governance with Michele Betsill, examining how Earth system observations inform policy actions and the role of diverse actors in addressing climate change.
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1 Lesons
1 hour
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Advancing Earth System Predictability with Machine Learning Methods

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Explore machine learning methods for improving Earth system predictions, featuring insights from Dan Lu of Oak Ridge National Laboratory on enhancing climate modeling and forecasting.
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1 Lesons
58 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Causal Inference for Earth System Sciences - Jakob Runge

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Exploring causal inference techniques for Earth system sciences, focusing on advanced methods to uncover complex relationships in climate data and improve understanding of multi-scale processes.
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1 Lesons
45 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

A Deep Learning Parameterization of Gravity Wave Drag Coupled to an Atmospheric Global Climate Model - Aditi Sheshadri

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Explores deep learning parameterization of gravity wave drag in climate models, demonstrating improved predictions of atmospheric phenomena like the QBO and potential for generalizing to future climate scenarios.
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17 Lesons
29 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Earth System Emulation - Duncan Watson-Parris #CLIMATE-C21

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Explore Earth system emulation for climate projections, uncertainty analysis, and machine learning applications in weather and climate science. Gain insights into advanced modeling techniques and data-driven approaches.
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19 Lesons
45 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Contained Chaos - Ensemble Consistency Testing for the Community Earth System Model

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Explore ensemble consistency testing for climate models, focusing on the Community Earth System Model. Learn about statistical methods to evaluate model changes and ensure software quality in climate simulations.
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25 Lesons
45 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Atmospheric Radiation - Using Machine Learning for the Unknowable and Uncomputable - Robert Pincus

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Exploring machine learning applications in atmospheric radiation to tackle unknowable and uncomputable aspects, enhancing climate modeling and understanding of Earth's energy balance.
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1 Lesons
45 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Relating Coastal Sea Level to Its Drivers in the Interior - Abigail Bodner

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Explore the connection between coastal sea levels and interior drivers using advanced data analysis and machine learning techniques to enhance climate change understanding and prediction.
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1 Lesons
39 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Deep Unsupervised Learning for Climate Informatics - Claire Monteleoni

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Exploring deep unsupervised learning techniques for climate data analysis, focusing on innovative approaches to extract insights from complex Earth system observations and modeling data.
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1 Lesons
46 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Exploring Physical and Machine Learning Approaches for Stochastic Modeling and Ensemble Prediction of Weather and Climate

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Explores innovative approaches combining physical principles and machine learning for stochastic modeling and ensemble prediction in weather and climate systems, addressing challenges in multi-scale processes and future projections.
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1 Lesons
42 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Data-Driven Subgrid-Scale Modeling - Stability, Extrapolation, & Interpretation

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Explores data-driven subgrid-scale modeling in climate science, focusing on stability, extrapolation, and interpretation. Discusses advancements in theoretical understanding and the potential of machine learning to address complex climate processes.
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1 Lesons
39 minutes
On-Demand
Free-Video
AGU

Trouble Upstairs: Reconstructing Permian-Triassic Climate during Siberian Traps Magmatism

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Explore the impact of Siberian Traps magmatism on Permian-Triassic climate, examining its effects on atmospheric chemistry, ocean circulation, and potential extinction mechanisms.
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1 Lesons
21 minutes
On-Demand
Free-Video
AGU

History of Global Warming - Stephen Schneider Global Environmental Change Lecture

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Comprehensive exploration of global warming's historical development, examining key scientific discoveries, policy milestones, and societal impacts shaping our understanding of climate change.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
AGU

Atmospheric Sciences New Fellows Presentations - Part II

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Explore cutting-edge atmospheric science research presented by newly elected AGU Fellows. Gain insights into the latest advancements and discoveries in the field.
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1 Lesons
2 hours 7 minutes
On-Demand
Free-Video
APS Physics

Multiscale Physics in the Climate System

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Explore multiscale physics in climate systems with Professor Laure Zanna, delving into complex interactions and their impact on global climate dynamics.
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1 Lesons
58 minutes
On-Demand
Free-Video
AGU

Earth System Perspectives Inspired by Carl Sagan - AGU Lecture

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Explore Earth system perspectives inspired by Carl Sagan's work in this lecture featuring expert discussions, Q&A, and an early career panel, honoring Sagan's contributions to astrobiology and science education.
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1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
AGU

COVID-19 and the Earth System

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Explore the impacts of COVID-19 mitigation strategies on emissions, the Earth System, and virus dynamics. Learn about research efforts examining these complex interactions.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
AGU

World Climate Research Program: Climate Research for the 21st Century

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Explore the evolution of climate science, WCRP's role, and future directions. Engage in discussions on Earth system analysis, prediction advancements, and upcoming research challenges.
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1 Lesons
2 hours 6 minutes
On-Demand
Free-Video
AGU

How Space Agencies Are Responding to Grand Challenges in Earth System Science

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Explore how space agencies address Earth observation challenges, focusing on energy, water, carbon cycles, and global environmental changes to support understanding, forecasting, and mitigation efforts.
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1 Lesons
1 hour 56 minutes
On-Demand
Free-Video
AGU

WCRP: Progress in Earth System Climate Science and Predictions

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Showcases USGCRP contributions to Earth system climate science, highlighting research milestones, predictability advancements, and model development. Includes agency presentations and community discussions on priorities.
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1 Lesons
2 hours 12 minutes
On-Demand
Free-Video
Seds Online

Advent of the Anthropocene Epoch - Quantifying Drivers and Impacts Since 1950 CE

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Explores the Anthropocene epoch's onset around 1950, examining human energy consumption, population growth, and their profound impacts on Earth's systems and stratigraphic record.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
AGU

Benjamin Franklin Lecture - Atmospheric Electricity Research

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Explore lightning's impact on Earth's climate and atmosphere with expert Hugh J Christian Jr in this insightful AGU lecture on cutting-edge research and future directions.
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1 Lesons
55 minutes
On-Demand
Free-Video
AGU

Climate Science and the Charney Problem - 2017 Fall Meeting Lecture

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Explore climate sensitivity and cloud feedback with Bjorn B Stevens from Max Planck Institute for Meteorology in this insightful lecture on atmospheric science and climate change.
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1 Lesons
1 hour
On-Demand
Free-Video
International Centre for Theoretical Sciences

Understanding Climate Dynamics Through Linear Response Theory

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Explore climate dynamics using Linear Response Theory. Learn how this mathematical framework helps predict and analyze complex climate system behaviors, offering insights into future climate scenarios.
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1 Lesons
56 minutes
On-Demand
Free-Video
AGU

The Sky is Falling - Precipitation Observations and Their Role in Understanding the Earth System

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Explore precipitation observations and their impact on Earth system understanding in this seminar for early career atmospheric scientists.
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1 Lesons
56 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Data Assimilation - Basic Theory

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Explore fundamental concepts and methods of data assimilation in weather and climate modeling, including uncertainty estimation and applications in atmospheric and oceanic sciences.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Data Assimilation - Basic Theory - Lecture 2

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Explore advanced data assimilation theory, methods, and applications in weather and climate modeling. Gain insights into uncertainty estimation and remote sensing observation utilization.
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1 Lesons
1 hour 40 minutes
On-Demand
Free-Video
Alan Turing Institute

Weather and Climate Modelling - Advances and Challenges

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Explore cutting-edge weather and climate modelling techniques with expert talks and Q&A from leading researchers in the field of Climate Informatics.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Earth Virtualization Engines (EVE) for Climate Change Modeling

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Explore Earth Virtualization Engines (EVE) and their potential impact on climate change research with Bjorn Stevens from MPI Hamburg.
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8 Lesons
23 minutes
On-Demand
Free-Video
TED

The Tipping Points of Climate Change and Where We Stand

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Climate impact scholar Johan Rockström provides an up-to-date scientific assessment of Earth's resilience to human pressure, explaining the current state of climate change and necessary actions to preserve our planet.
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19 Lesons
19 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Estimating Oxygen in the Southern Ocean Using Argo Temperature and Salinity - Donata Giglio

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Explore innovative techniques for estimating oxygen levels in the Southern Ocean using Argo float data. Learn how temperature and salinity measurements contribute to understanding ocean biogeochemistry and climate change impacts.
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1 Lesons
42 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Representation Learning and Custom Loss Functions for Atmospheric Data - Christian Lessig

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Explores representation learning and custom loss functions for atmospheric data analysis, advancing climate science through machine learning techniques to extract insights from complex Earth system observations.
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1 Lesons
43 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Lessons and Outlook for ML Parameterization of Sub Grid Atmospheric Physics From the Vantage of Emulating Cloud Superparameterization - Mike Pritchard

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Exploring machine learning for atmospheric physics parameterization, focusing on cloud superparameterization emulation. Discusses challenges, strategies, and lessons learned in applying ML to climate modeling.
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39 Lesons
42 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Benefits of Saying I Don't Know When Analyzing and Modeling the Climate System With ML - Elizabeth Barnes

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Explore the benefits of acknowledging uncertainty in climate system analysis using machine learning. Learn about state-dependent predictability and controlled abstention networks for improved modeling accuracy.
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8 Lesons
46 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Interpretable and Generalizable Machine Learning for Fluid Dynamics - Steven Brunton

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Explore interpretable and generalizable machine learning techniques for fluid dynamics, focusing on sparse identification of nonlinear dynamics and incorporating physical constraints for improved accuracy.
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9 Lesons
42 minutes
On-Demand
Free-Video
TEDx

Sovereignty and the Earth System - A New Legal Approach

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Exploring a new legal approach to sovereignty considering Earth System science, proposing integration of Earth System concepts into international law to address global environmental challenges.
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1 Lesons
17 minutes
On-Demand
Free-Video
media.ccc.de

Climate Tipping Points

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Erforschung von Kipppunkten im Klimasystem: Risiken, Auswirkungen und Handlungsmöglichkeiten zur Begrenzung der globalen Erwärmung auf 1,5°C, um katastrophale und irreversible Veränderungen zu verhindern.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
MICDE University of Michigan

GENIE: Generative Foundation Models for Automated Climate Science

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Explore generative foundation models for automated climate science with Rose Yu's GENIE project, advancing AI applications in environmental research.
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1 Lesons
21 minutes
On-Demand
Free-Video
AI Doctoral Academy

Deep Learning and Process Understanding for Data-Driven Earth System Science - Lecture 37

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Explore deep learning applications in Earth System Science, focusing on process understanding and data-driven approaches to environmental research and analysis.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video