A vertically-integrated approach to climate science : from measurements and machine learning to models and policy

A vertically-integrated approach to climate science : from measurements and machine learning to models and policy

Thesis: Ph. D. in Climate Physics and Chemistry, Massachusetts Institute of Technology, Department of Earth, Atmospheric, and Planetary Sciences, 2016.

Bibliographic Details
Main Author:	Garimella, Sarvesh
Other Authors:	Daniel J. Cziczo.
Format:	Thesis
Language:	eng
Published:	Massachusetts Institute of Technology 2017
Subjects:	Earth, Atmospheric, and Planetary Sciences.
Online Access:	http://hdl.handle.net/1721.1/107087

Similar Items

Cloud condensation nucleus activity comparison of dry- and wet-generated mineral dust aerosol : the significance of soluble material
by: Garimella, Sarvesh
Published: (2014)

A machine-learning approach to aerosol classification for single-particle mass spectrometry
by: Christopoulos, Costa (Costa D.)
Published: (2018)

On the use of climate models to assess the impacts of regional climate change on water resources
by: Risbey, James S. (James Sydney)
Published: (2010)

Computer modeling of a vertical array in a stratified ocean
by: Li, Lin
Published: (2010)

The estimation of the fractional coverage of rainfall in climate models
by: Eltahir, E. A. B. (Elfatih A. B.), 1961-
Published: (2010)

A machine learning model of Manhattan air pollution at high spatial resolution
by: Keeler, Rachel H. (Rachel Heiden)
Published: (2014)

Studies of climate variability in a simple coupled model
by: Abiven, Claude
Published: (2008)

Climate models and the validation and presentation of greenhouse change theory
by: Risbey, James S. (James Sydney)
Published: (2010)

Uncertainties in estimates of the oxidative capacity of the urban atmosphere : a modeling and measurement approach
by: Zavala-Pérez, Miguel Angel
Published: (2008)

Offset vertical seismic profiling : two-dimensional forward modeling with asymptotic ray theory
by: Mellen, Michael H
Published: (2010)

The implications of potential vorticity homogenization for climate and climate sensitivity
by: Kirk-Davidoff, Daniel Bernard, 1968-
Published: (2005)

Subsurface imaging with reverse vertical seismic profiles
by: Krasovec, Mary L. (Mary Lee), 1972-
Published: (2010)

The vertical seismic profile : imaging heterogeneous media
by: Keho, Timothy H
Published: (2005)

Vertical structure and the convective characteristics of the tropical atmosphere
by: Xu, Kuanman
Published: (2010)

Non-linear saturation of vertically propagating Rossby waves
by: Giannitsis, Constantine, 1971-
Published: (2010)

Using machine learning for hydrocarbon prospecting in Reconcavo Basin, Brazil
by: Zhakiya, Elezhan
Published: (2018)

On the origins of the ice ages : insolation forcing, age models, and nonlinear climate change
by: Huybers, Peter, 1974-
Published: (2014)

Travel time inversion of multi-offset vertical seismic profiles
by: Godkin, Carl B
Published: (2010)

The vertical structure of stratospheric planetary waves and its variability : theory and observations
by: Harnik, Nili, 1969-
Published: (2010)

Vertical eddy heat fluxes and the temperature structure of the mid-latitude troposphere
by: Gutowski, William Joseph
Published: (2010)

Horizontal and vertical structure of velocity, potential vorticity and energy in the gulf stream
by: Hall, Melinda M
Published: (2010)

Detection and characterization of in-situ fractures in the earth from vertical seismic profiling data
by: Cicerone, Robert D
Published: (2005)

Sensitivity of climate change to diapycnal diffusivity in the ocean
by: Dalan, Fabio, 1975-
Published: (2006)

Quantifying uncertainties and trends in the climate change trajectory
by: Lickley, Megan Jeramaz.
Published: (2020)

Topographic asymmetry and climate controls on landscape evolution
by: Richardson, Paul William, Ph. D. Massachusetts Institute of Technology
Published: (2016)

Land-ocean contrasts under climate change
by: Byrne, Michael P
Published: (2015)

Climatic influences on hillslope soil transport efficiency
by: Schurr, Naomi D. (Naomi Danika)
Published: (2014)

Climatic and geodynamic influences on ocean island geomorphology
by: Huppert, Kimberly Lynn
Published: (2017)

A test for a see-saw oscillation between the Amazon and Congo basins using regional climate modeling
by: Ling, Christopher S. K
Published: (2018)

The role of high-latitude oceans in transient climate change
by: Kostov, Yavor (Yavor Krasimirov)
Published: (2016)

Attribution of stratospheric ozone change and associated climate impacts
by: Bandoro, Justin
Published: (2018)

Bedrock channel response to tetonic, climatic and eustatic forcings
by: Snyder, Noah P
Published: (2005)

Rectifying the long-term climate fluctuations in the Milankovitch bands
by: Pan, Wenwei
Published: (2010)

The role of large-scale atmospheric eddies in the climate equilibrium
by: Zhou, Shuyntai
Published: (2005)

Climatic changes in temperature and salinity in the subtropical North Atlantic
by: Lavín Montero, Alicia María
Published: (2010)

On the maintenance of weak meridional temperature gradients during warm climates
by: Korty, Robert Lindsay
Published: (2008)

The response of moist convection and the atmospheric general circulation to climate warming
by: Singh, Martin Simran
Published: (2014)

Implications of Martian polar insolation levels on the climatic cycling of volatiles
by: Arrell, Russell, 1975-
Published: (2010)

Paleoenvironment reconstruction in extreme climates using organic geochemical investigations
by: Williams, Ross H. (Ross Hamilton)
Published: (2017)

Climate system response to perturbations : role of ocean and sea ice
by: Gupta, Mukund.
Published: (2020)