List of works - Auroop R. Ganguly

Intensification and spatial homogenization of coastal upwelling under climate change

scientific article published on February 19, 2015

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

scientific article (publication date: 15 September 2009)

Persisting cold extremes under 21st-century warming scenarios

article

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

scientific article

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

article published in 2011

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

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

article

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

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

article

Changes in observed climate extremes in global urban areas

Asymmetry of projected increases in extreme temperature distributions

scientific article published on July 30, 2014

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

scientific article published on November 4, 2015

DeepSD

Data Mining in Earth System Science (DMESS 2011)

article

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

Knowledge discovery from data streams

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

scientific article published on 20 September 2017

Mining time-lagged relationships in spatio-temporal climate data

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

scientific article published on 18 April 2018

Knowledge discovery from sensor data (SensorKDD)

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

scientific article published on 04 August 2023

Knowledge discovery from sensor data (SensorKDD)

article published in 2011

A graph-based approach to find teleconnections in climate data

Theory-Guided Data Science for Climate Change

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

Fragile Earth: Generative and Foundational Models for Sustainable Development

scientific article published on 25 August 2024

Data Mining Geophysical Content from Satellites and Global Climate Models

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

scientific article published in July 2010

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

scientific article published in 2022

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

scientific article published in 2015

Knowledge discovery from sensor data (SensorKDD)

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

scientific article published on 25 June 2020

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

scientific article published in 2012

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

scientific article published in July 2010

Climate Adaptation Informatics: Water Stress on Power Production

scientific article published on 23 September 2015

List of works by Auroop R. Ganguly

Intensification and spatial homogenization of coastal upwelling under climate change

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

Persisting cold extremes under 21st-century warming scenarios

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

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

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

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

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

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

Changes in observed climate extremes in global urban areas

Asymmetry of projected increases in extreme temperature distributions

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

DeepSD

Data Mining in Earth System Science (DMESS 2011)

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

Knowledge discovery from data streams

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

Mining time-lagged relationships in spatio-temporal climate data

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

Knowledge discovery from sensor data (SensorKDD)

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

Knowledge discovery from sensor data (SensorKDD)

A graph-based approach to find teleconnections in climate data

Theory-Guided Data Science for Climate Change

Fragile Earth: Generative and Foundational Models for Sustainable Development

Data Mining Geophysical Content from Satellites and Global Climate Models

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

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

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

Knowledge discovery from sensor data (SensorKDD)

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

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

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

Climate Adaptation Informatics: Water Stress on Power Production