Network theory

Climate as complex networks

The field of complex networks has emerged as an important area of science to generate novel insights into nature of complex systems The application of network theory to climate science is a young and emerging field. To identify and analyze patterns in global climate, scientists model climate data as complex networks. Unlike most real-world networks where nodes and edges are well defined, in climate networks, nodes are identified as the sites in a spatial grid of the underlying global climate data set, which can be represented at various resolutions. Two nodes are connected by an edge depending on the degree of statistical similarity (that may be related to dependence) between the corresponding pairs of time-series taken from climate records.The climate network approach enables novel insights into the dynamics of the climate system over different spatial and temporal scales. (Wikipedia).

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Astronomy - Ch. 9.1: Earth's Atmosphere (6 of 61) Atmospheric Temperature Gradient

Visit http://ilectureonline.com for more math and science lectures! In this video I will explain the various “layers” of Earth's atmosphere and it's various temperature gradient. I will explain why Earth's temperature decreases, stays constant, increases, stays constant, decreases, stays

From playlist THE GREENHOUSE EFFECT

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17. Seasons and Climate

The Atmosphere, the Ocean and Environmental Change (GG 140) There are several factors that impact climate on Earth. Different areas on Earth have different climates depending on factors such as their latitude and surrounding terrain. Maps of annual average precipitation illustrate the

From playlist Atmosphere, Ocean and Environmental Change with Ron Smith

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Climate - the breath of our Earth

German version: https://www.youtube.com/watch?v=aRpaxcVtr3U Researchers understand Earth’s climate system very accurately by now. For a long time, however, an important piece of the puzzle remained very elusive - the role played by vegetation and soils. Markus Reichstein has now finally

From playlist Most popular videos

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What Are Clouds, and How Do They Form?

Learn why clouds are critical to Earth's climate system and the role that they play in the water cycle. Play the Cloud Lab: http://www.pbs.org/wgbh/nova/labs/lab/cloud/ Find discussion questions for this video and other resources in the Cloud Lab collection on PBS LearningMedia: http://

From playlist NOVA Labs

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Clouds And Weather

Learn about the interactions between the Sun and clouds that impact the weather we experience on Earth. Play the Cloud Lab: http://www.pbs.org/wgbh/nova/labs/lab/cloud/ Find discussion questions for this video and other resources in the Cloud Lab collection on PBS LearningMedia: http://

From playlist NOVA Labs

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Multistability of the Climate... - Lucarini - Workshop 1 - CEB T3 2019

Lucarini (Universität Hambourg and University of Reading) / 08.10.2019 Multistability of the Climate: Noised-Induced Transitions across Melancholia States, Invariant Measure and Phase Transitions For a wide range of values of the incoming solar radiation, the Earth features at least t

From playlist 2019 - T3 - The Mathematics of Climate and the Environment

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Introduction: Data Sciences for Climate and Environment

This is a short introduction to the Data Sciences for Climate and Environment by Professors Richard Smith and Mark Girolami. You can view the full event here: https://www.youtube.com/playlist?list=PLuD_SqLtxSdUVT_2SSPzZSC__kAxpkm8w About the event Collectively, we are modelling and moni

From playlist Data Sciences for Climate and Environment

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Analytical tools for studying World-Earth system resilience... - Donges - Workshop 3 - CEB T3 2019

Donges (Potsdam Institute for Climate Impact Research) / 06.12.2019 Analytical tools for studying World-Earth system resilience in the Anthropocene: from ontologies to simulation models ---------------------------------- Vous pouvez nous rejoindre sur les réseaux sociaux pour suivre

From playlist 2019 - T3 - The Mathematics of Climate and the Environment

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Astronomy - Ch. 9.1: Earth's Atmosphere (55 of 61) What is the Temperature Model Sensitivity?

Visit http://ilectureonline.com for more math and science lectures! In this video I will explain the difficulties of finding a contributing factor for the cause and effect for the variation of the temperature of Earth. Next video in this series can be seen at: https://youtu.be/8ZGU-XQsiX

From playlist THE GREENHOUSE EFFECT

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DDPS | Deep Learning Meets Data Assimilation by Ashesh Chattopadhyay (Rice University)

Description: Our weather or climate system is a high-dimensional, multi-scale, chaotic, dynamical system which presents a challenging problem for fully data-driven models to perform forecasting. Any forecasting pipeline requires the data-driven model to integrate information from the obser

From playlist Data-driven Physical Simulations (DDPS) Seminar Series

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Nature Reviews Physics: Machine learning in fluid dynamics and climate physics

Researchers in field of fluid dynamics have been experimenting with machine learning since the 1990s, having driven many advances in the use of these methods in modelling and simulation. The combination of real and simulated data, together with physics-informed machine learning, is now use

From playlist Nature Reviews Physics - AI for science and government (ASG) series

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NERSC: the mission HPC facility for DOE office of scientific research: Prabhat, NERSC

You can view the full event here: https://www.youtube.com/playlist?list=PLuD_SqLtxSdUVT_2SSPzZSC__kAxpkm8w Dr Prabhat Leads the Data and Analytics Services team at the US National Research Scientific Computing Center (NERSC) at Lawrence Berkeley National Lab About the event Collectively

From playlist Data Sciences for Climate and Environment

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Understanding the Ocean's response in a Future Climate

SIAM Geosciences Webinar Series Title: Understanding the Ocean's Response in a Future Climate: A Robust Blueprint for Trustworthy AI for Climate Analysis Date and Time: Thursday, March 10, 2022, 12:00pm Eastern time zone Speaker: Maike Sonnewald, University of Washington Abstract: Usin

From playlist Seminar on Applied Geometry and Algebra (SIAM SAGA)

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Predictability of Extreme Climate Events... - Kurths - Workshop 1 - CEB T3 2019

Kurths (PICIR and Humboldt-Universität zu Berlin) / 07.10.2019 Predictability of Extreme Climate Events via a Complex Network Approach Complex networks are a powerful tool in many engineering and science fields. Here, we analyse climate dynamics from a complex network approach. This l

From playlist 2019 - T3 - The Mathematics of Climate and the Environment

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How clouds influence climate change (with @ClimateAdam)

Learn the science of clouds and the programming of this visualisation with Brilliant: https://www.brilliant.org/SimonClark Featuring the wonderful @ClimateAdam - go check out their channel! Their video: https://www.youtube.com/watch?v=903MxDKnBa8 This video talks about how clouds inte

From playlist Science videos

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Session 2 - Can we handle the heat?

Can we handle the heat? The effects of climate and environmental change are wide-ranging; storms, flooding and other extreme weather events, increasing temperatures and polluted air- the list of environmental hazards that affect all aspects of society could go on. But how can we use data

From playlist AIUK 2022 - CLIMATE ACTION DAY 1

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Harnessing the Universality of Tipping Points to Improve Early Warning Signal... by Chris Bauch

PROGRAM TIPPING POINTS IN COMPLEX SYSTEMS (HYBRID) ORGANIZERS: Partha Sharathi Dutta (IIT Ropar, India), Vishwesha Guttal (IISc, India), Mohit Kumar Jolly (IISc, India) and Sudipta Kumar Sinha (IIT Ropar, India) DATE: 19 September 2022 to 30 September 2022 VENUE: Ramanujan Lecture Hall an

From playlist TIPPING POINTS IN COMPLEX SYSTEMS (HYBRID, 2022)

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Climate Change Impacts on Public Health and Hazards: A Networks... by Auroop Ganguly

Games, Epidemics and Behavior URL: http://www.icts.res.in/discussion_meeting/geb2016/ DATES: Monday 27 Jun, 2016 - Friday 01 Jul, 2016 VENUE : Madhava lecture hall, ICTS Bangalore DESCRIPTION: The two main goals of this Discussion Meeting are: 1. To explore the foundations of policy d

From playlist Games, Epidemics and Behavior

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The climate of the future

According to the calculations of scientists at the Max Planck Institute for Meteorology in Hamburg, over the next century the climate will change more quickly than it ever has in the recent history of the earth. These results come from the climate model calculations from the German High Pe

From playlist Most popular videos

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Science on Saturday 2022 | Predicting Climate Change through Observations, Modeling, and AI

The Future in Focus: Predicting Climate Change through Observations, Modeling, and Artificial Intelligence Abstract: Climate change is one of the biggest challenges facing humanity. In this presentation, we will describe the science underpinning our understanding of climate change in the

From playlist Science on Saturday

Related pages

Betweenness centrality | Centrality | Clustering coefficient | Edge (geometry) | Network theory | Degree distribution | Complex network | Network science | Small-world network | Correlation coefficient