Lista de obras -

A Bayesian Sparse Generalized Linear Model With an Application to Multiscale Covariate Discovery for Observed Rainfall Extremes Over the United States

artículo científico publicado en 2015

A graph-based approach to find teleconnections in climate data

Asymmetry of projected increases in extreme temperature distributions

artículo científico publicado en 2014

Author Correction: US Power Production at Risk from Water Stress in a Changing Climate.

artículo científico publicado en 2018

Bayesian source detection and parameter estimation of a plume model based on sensor network measurements

artículo científico publicado en 2010

Changes in observed climate extremes in global urban areas

Climate Adaptation Informatics: Water Stress on Power Production

artículo científico publicado en 2015

Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science

article

Data Mining Geophysical Content from Satellites and Global Climate Models

Data Mining in Earth System Science (DMESS 2011)

article

DeepSD

Different Modes of Variability over the Tasman Sea: Implications for Regional Climate*

Estimating future global per capita water availability based on changes in climate and population

scientific article published in 2012

Fragile Earth: AI for Climate Sustainability - From Wildfire Disaster Management to Public Health and Beyond

artículo científico publicado en 2023

Fragile Earth: Generative and Foundational Models for Sustainable Development

artículo científico publicado en 2024

Higher trends but larger uncertainty and geographic variability in 21st century temperature and heat waves

artículo científico publicado en 2009

Intensification and spatial homogenization of coastal upwelling under climate change

artículo científico publicado en 2015

Intensity, duration, and frequency of precipitation extremes under 21st-century warming scenarios

article

Knowledge discovery from data streams

Knowledge discovery from sensor data (SensorKDD)

article published in 2011

Knowledge discovery from sensor data (SensorKDD)

Lack of uniform trends but increasing spatial variability in observed Indian rainfall extremes

article published in 2011

Mining time-lagged relationships in spatio-temporal climate data

Multivariate and multiscale dependence in the global climate system revealed through complex networks

article by Karsten Steinhaeuser et al published 30 June 2011 in Climate Dynamics

Network Science Based Quantification of Resilience Demonstrated on the Indian Railways Network

artículo científico publicado en 2015

Persisting cold extremes under 21st-century warming scenarios

article

Quantifying Carbon Cycle Extremes and Attributing Their Causes Under Climate and Land Use and Land Cover Change From 1850 to 2300

artículo científico publicado en 2022

Relative performance of mutual information estimation methods for quantifying the dependence among short and noisy data

artículo científico publicado en 2007

Resilience of Urban Transport Network-of-Networks under Intense Flood Hazards Exacerbated by Targeted Attacks

artículo científico publicado en 2020

Theory-Guided Data Science for Climate Change

scholarly article by James H. Faghmous et al published November 2014 in Computer

Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data

scholarly article by Anuj Karpatne et al published 1 October 2017 in IEEE Transactions on Knowledge and Data Engineering

US Power Production at Risk from Water Stress in a Changing Climate

artículo científico publicado en 2017

‘Bayesian source detection and parameter estimation of a plume model based on sensor network measurements’ by C. Huang et al.: Rejoinder

artículo científico publicado en 2010

Lista de obras de

A Bayesian Sparse Generalized Linear Model With an Application to Multiscale Covariate Discovery for Observed Rainfall Extremes Over the United States

A graph-based approach to find teleconnections in climate data

Asymmetry of projected increases in extreme temperature distributions

Author Correction: US Power Production at Risk from Water Stress in a Changing Climate.

Bayesian source detection and parameter estimation of a plume model based on sensor network measurements

Changes in observed climate extremes in global urban areas

Climate Adaptation Informatics: Water Stress on Power Production

Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science

Data Mining Geophysical Content from Satellites and Global Climate Models

Data Mining in Earth System Science (DMESS 2011)

DeepSD

Different Modes of Variability over the Tasman Sea: Implications for Regional Climate*

Estimating future global per capita water availability based on changes in climate and population

Fragile Earth: AI for Climate Sustainability - From Wildfire Disaster Management to Public Health and Beyond

Fragile Earth: Generative and Foundational Models for Sustainable Development

Higher trends but larger uncertainty and geographic variability in 21st century temperature and heat waves

Intensification and spatial homogenization of coastal upwelling under climate change

Intensity, duration, and frequency of precipitation extremes under 21st-century warming scenarios

Knowledge discovery from data streams

Knowledge discovery from sensor data (SensorKDD)

Knowledge discovery from sensor data (SensorKDD)

Knowledge discovery from sensor data (SensorKDD)

Lack of uniform trends but increasing spatial variability in observed Indian rainfall extremes

Mining time-lagged relationships in spatio-temporal climate data

Multivariate and multiscale dependence in the global climate system revealed through complex networks

Network Science Based Quantification of Resilience Demonstrated on the Indian Railways Network

Persisting cold extremes under 21st-century warming scenarios

Quantifying Carbon Cycle Extremes and Attributing Their Causes Under Climate and Land Use and Land Cover Change From 1850 to 2300

Relative performance of mutual information estimation methods for quantifying the dependence among short and noisy data

Resilience of Urban Transport Network-of-Networks under Intense Flood Hazards Exacerbated by Targeted Attacks

Theory-Guided Data Science for Climate Change

Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data

US Power Production at Risk from Water Stress in a Changing Climate

‘Bayesian source detection and parameter estimation of a plume model based on sensor network measurements’ by C. Huang et al.: Rejoinder