Faculty

Institution

Unit

Venue

Dorit Hammerling

Associate Professor Applied Mathematics and Statistics

Colorado School of Mines

Affiliations

Applied Mathematics & Statistics

Dorit Hammerling is currently serving as an Applied Mathematics & Statistics Associate Professor Applied Mathematics and Statistics at Colorado School of Mines.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Dorit Hammerling

Colorado School of Mines

Associate Professor Applied Mathematics and Statistics

You can click a keyword to filter the displayed items

data science environmental science earth science atmospheric science climate change computer science climatology data compression spatial analysis atmospheric research climate models machine learning earth observation remote sensing geoscientific model development climate modelling geophysical research climatic change lossy data compression petroleum engineering spatial statistical analysis model compression big data atmospheric measurement technique aerosol science earth observation data climate projections spatial science agricultural sciences climate simulation data climate change detection markov random fields petroleum exploration earth system science geographical information science computational statistics numerical simulations satellite meteorology carbon cycle atmospheric sensing lossy compression gaussian process emission reduction large-scale datasets bayesian inference gas facilities co 2 floating-point data gaussian plume knowledge discovery statistical software atmospheric environment scientific computing big spatiotemporal data analytics geographic analytics spatial data management gaussian analysis climate forecasting climate change effects climate change adaptation greenhouse effect regional climate response climate variability spatial theory bayesian hierarchical modeling satellite imaging optical remote sensing chemical oceanography case study competition full gaussian process large spatial datasets multi-model climate ensembles esd reviews out-of-sample testing model dependence satellite observations environmental statistics geography geospatial data applied geography

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Intercomparison of Three Continuous Monitoring Systems on Operating Oil and Gas Sites. (2025)

William DanielsSpencer KiddShuting (Lydia) YangShannon StokesArvind RavikumarDorit Hammerling

systems engineeringpetroleum engineeringcontinuous monitoringgas sitesoperating oilsystem monitoring

Detection, Localization, and Quantification of Single-Source Methane Emissions on Oil and Gas Production Sites Using Point-In-Space Continuous Monitoring Systems. Elementa Science of the Anthropocene (2024)

William S. DanielsMeng JiaDorit M. Hammerling

environmental engineeringspatial analysispetroleum engineeringpetroleum explorationearth observationsingle-source methane emissionsatmospheric researchglobal monitoringenvironmental sciencepetroleum scienceremote sensingenvironmental monitoringearth sciencepetroleum productionpollution detectionatmospheric science

Estimating Methane Emission Durations Using Continuous Monitoring Systems. Environmental Science & Technology Letters (2024)

William S. DanielsMeng JiaDorit M. Hammerling

environmental engineeringenergy monitoringcontinuous monitoringenvironmental scienceenvironmental monitoringcontinuous monitoring systemsstatisticsmethane emission durations

Filling a Critical Need: A Lightweight and Fast Gaussian Puff Model Implementation. (2024)

Meng JiaRyker FishWilliam DanielsBrennan SprinkleDorit Hammerling

fluid dynamicsgaussian processmodeling and simulationnumerical simulationsapplied mathematics

Investigating Aerial Data Pre-Analysis Schemes and Site-Level Methane Emission Aggregation Methods at Lng Facilities. (2024)

Olga KhaliukovaYuanrui ZhuWilliam DanielsArvind RavikumarGregory RossSelina Roman-WhiteFiji GeorgeDorit Hammerling

remote sensingsite investigationlng facilitiesenvironmental science

Multiscale Measurements of Greenhouse Gas Emissions at U.S. Natural Gas Liquefaction Terminals. Environmental Science & Technology Letters (2024)

Yuanrui ZhuGregory RossOlga KhaliukovaSelina A. Roman-WhiteFiji C. GeorgeDorit HammerlingArvind P. Ravikumar

environmental engineeringmultiscale measurementsenvironmental impact assessmentemission reductiongreenhouse gasgreenhouse gas emissionsenvironmental impact of the energy industrynatural gasenvironmental scienceenvironmental monitoringenvironmental technologyindustrial emissionliquefied natural gas

Nonstationary Spatial Modeling of Massive Global Satellite Data. Journal of Computational and Graphical Statistics (2024)

Huang HuangLewis R. BlakeMatthias KatzfussDorit M. Hammerling

spatial analysisearth observationnonstationary spatial modelingenvironmental sciencedata scienceearth science

Optimizing Continuous Monitoring Sensor Placement on Oil and Gas Sites. (2024)

Meng JiaTroy SorensenDorit Hammerling

petroleum engineeringsensor optimizationchemical engineeringcontinuous monitoringsensor placementgas sitessensors

Optimizing Point-In-Space Continuous Monitoring System Sensor Placement on Oil and Gas Sites. ACS Sustainable Resource Management (2024)

Meng JiaTroy Robert SorensenDorit Martina Hammerling

sensorssystems engineeringcontinuous monitoringsensor placement

Pushing the Frontiers in Climate Modelling and Analysis With Machine Learning. Nature Climate Change (2024)

Veronika EyringWilliam D. CollinsPierre GentineElizabeth A. BarnesMarcelo BarreiroTom BeuclerMarc BocquetChristopher S. BrethertonHannah M. ChristensenKatherine DagonDavid John GagneDavid HallDorit HammerlingStephan HoyerFernando Iglesias-SuarezIgnacio Lopez-GomezMarie C. McGrawGerald A. MeehlMaria J. MolinaClaire MonteleoniJuliane MuellerMichael S. PritchardDavid RolnickJakob RungePhilip StierOliver Watt-MeyerKatja WeigelRose YuLaure Zanna

climatologyclimate projectionsclimate dynamicsclimatic changeclimate change effectsclimate change adaptationenvironmental sciencegeoscientific model developmentclimate forecastingclimate modellingnumerical simulationsdata scienceclimate changemachine learningclimate models

1
2
3
4
5
9
10 / page

Dorit Hammerling

Associate Professor Applied Mathematics and Statistics

Colorado School of Mines

Affiliations

Applied Mathematics & Statistics

Dorit Hammerling is currently serving as an Applied Mathematics & Statistics Associate Professor Applied Mathematics and Statistics at Colorado School of Mines.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Dorit Hammerling

Colorado School of Mines

Associate Professor Applied Mathematics and Statistics

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Intercomparison of Three Continuous Monitoring Systems on Operating Oil and Gas Sites. (2025)

William DanielsSpencer KiddShuting (Lydia) YangShannon StokesArvind RavikumarDorit Hammerling

systems engineeringpetroleum engineeringcontinuous monitoringgas sitesoperating oilsystem monitoring

William S. DanielsMeng JiaDorit M. Hammerling

Estimating Methane Emission Durations Using Continuous Monitoring Systems. Environmental Science & Technology Letters (2024)

William S. DanielsMeng JiaDorit M. Hammerling

environmental engineeringenergy monitoringcontinuous monitoringenvironmental scienceenvironmental monitoringcontinuous monitoring systemsstatisticsmethane emission durations

Filling a Critical Need: A Lightweight and Fast Gaussian Puff Model Implementation. (2024)

Meng JiaRyker FishWilliam DanielsBrennan SprinkleDorit Hammerling

fluid dynamicsgaussian processmodeling and simulationnumerical simulationsapplied mathematics

Investigating Aerial Data Pre-Analysis Schemes and Site-Level Methane Emission Aggregation Methods at Lng Facilities. (2024)

Olga KhaliukovaYuanrui ZhuWilliam DanielsArvind RavikumarGregory RossSelina Roman-WhiteFiji GeorgeDorit Hammerling

remote sensingsite investigationlng facilitiesenvironmental science

Multiscale Measurements of Greenhouse Gas Emissions at U.S. Natural Gas Liquefaction Terminals. Environmental Science & Technology Letters (2024)

Yuanrui ZhuGregory RossOlga KhaliukovaSelina A. Roman-WhiteFiji C. GeorgeDorit HammerlingArvind P. Ravikumar

Nonstationary Spatial Modeling of Massive Global Satellite Data. Journal of Computational and Graphical Statistics (2024)

Huang HuangLewis R. BlakeMatthias KatzfussDorit M. Hammerling

spatial analysisearth observationnonstationary spatial modelingenvironmental sciencedata scienceearth science

Optimizing Continuous Monitoring Sensor Placement on Oil and Gas Sites. (2024)

Meng JiaTroy SorensenDorit Hammerling

petroleum engineeringsensor optimizationchemical engineeringcontinuous monitoringsensor placementgas sitessensors

Optimizing Point-In-Space Continuous Monitoring System Sensor Placement on Oil and Gas Sites. ACS Sustainable Resource Management (2024)

Meng JiaTroy Robert SorensenDorit Martina Hammerling

sensorssystems engineeringcontinuous monitoringsensor placement

Pushing the Frontiers in Climate Modelling and Analysis With Machine Learning. Nature Climate Change (2024)

1
2
3
4
5
9
10 / page

Similar Faculty Members

Bo Li

Institution

Washington University in St. Louis

spatio-temporal data modeling

functional data analysis

Guido Cervone

Institution

Pennsylvania State University

big data

remote sensing

William Drew Collins

Institution

University of California, Berkeley

atmospheric science

environmental science

Eugenia Kalnay

Institution

University of Maryland, College Park

atmospheric science

meteorology

Auroop Ganguly

Institution

Northeastern University

network science

infrastructure management

Xin-Zhong Liang

Institution

University of Maryland, College Park

climate policy

geography

Balaji Rajagopalan

Institution

University of Colorado Boulder

environmental science

earth science

Scott Robeson

Institution

Indiana University Bloomington

time-series analysis

earth science

Ning Zeng

Institution

University of Maryland, College Park

environmental science

climate change

Brian Reich

Institution

North Carolina State University

environmental hazard

geography

Similar Faculty Members

Bo Li

Institution

Washington University in St. Louis

spatio-temporal data modeling

functional data analysis

Guido Cervone

Institution

Pennsylvania State University

big data

remote sensing

William Drew Collins

Institution

University of California, Berkeley

atmospheric science

environmental science

Eugenia Kalnay

Institution

University of Maryland, College Park

atmospheric science

meteorology

Auroop Ganguly

Institution

Northeastern University

network science

infrastructure management

Xin-Zhong Liang

Institution

University of Maryland, College Park

climate policy

geography

Balaji Rajagopalan

Institution

University of Colorado Boulder

environmental science

earth science

Scott Robeson

Institution

Indiana University Bloomington

time-series analysis

earth science

Ning Zeng

Institution

University of Maryland, College Park

environmental science

climate change

Brian Reich

Institution

North Carolina State University

environmental hazard

geography