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1

Machine Learning and Data Mining Approaches to Climate Science || SCI-WMS: Python-Based Web Mapping Service for Visualizing Geospatial Data

Lakshmanan, Valliappa, Gilleland, Eric, McGovern, Amy, Tingley, Martin

Year:

2015

Language:

english

File:

PDF, 385 KB

english, 2015

2

Machine Learning and Data Mining Approaches to Climate Science || Change Detection in Climate Time Series Based on Bounded-Variation Clustering

Lakshmanan, Valliappa, Gilleland, Eric, McGovern, Amy, Tingley, Martin

Year:

2015

Language:

english

File:

PDF, 1.02 MB

english, 2015

3

A Bayesian, spatially-varying calibration model for the TEX86 proxy

Tierney, Jessica E., Tingley, Martin P.

Journal:

Geochimica et Cosmochimica Acta

Year:

2014

Language:

english

File:

PDF, 3.32 MB

english, 2014

4

A Bayesian Algorithm for Reconstructing Climate Anomalies in Space and Time. Part II: Comparison with the Regularized Expectation–Maximization Algorithm

Tingley, Martin P., Huybers, Peter

Journal:

Journal of Climate

Year:

2010

Language:

english

File:

PDF, 881 KB

english, 2010

5

A Bayesian Algorithm for Reconstructing Climate Anomalies in Space and Time. Part I: Development and Applications to Paleoclimate Reconstruction Problems

Tingley, Martin P., Huybers, Peter

Journal:

Journal of Climate

Year:

2010

Language:

english

File:

PDF, 2.11 MB

english, 2010

6

Machine Learning and Data Mining Approaches to Climate Science || Kernel and Information-Theoretic Methods for the Extraction and Predictability of Organized Tropical Convection

Lakshmanan, Valliappa, Gilleland, Eric, McGovern, Amy, Tingley, Martin

Year:

2015

Language:

english

File:

PDF, 927 KB

english, 2015

7

Machine Learning and Data Mining Approaches to Climate Science || Evaluating the Impact of Climate Change on Dynamics of House Insurance Claims

Lakshmanan, Valliappa, Gilleland, Eric, McGovern, Amy, Tingley, Martin

Year:

2015

Language:

english

File:

PDF, 831 KB

english, 2015

8

Reconstruction of late Holocene climate based on tree growth and mechanistic hierarchical models

Tipton, John, Hooten, Mevin, Pederson, Neil, Tingley, Martin, Bishop, Daniel

Journal:

Year:

2016

Language:

english

File:

PDF, 947 KB

english, 2016

9

Comparison of full and empirical Bayes approaches for inferring sea-level changes from tide-gauge data

Piecuch, Christopher G., Huybers, Peter, Tingley, Martin P.

Journal:

Journal of Geophysical Research Oceans

Year:

2017

Language:

english

File:

PDF, 1.23 MB

english, 2017

10

Piecing together the past: statistical insights into paleoclimatic reconstructions

Martin P. Tingley, Peter F. Craigmile, Murali Haran, Bo Li, Elizabeth Mannshardt, Bala Rajaratnam

Journal:

Quaternary Science Reviews

Year:

2012

Language:

english

File:

PDF, 655 KB

english, 2012

11

Ectopic vas deferens communicating with lower ureter

Faris Ayyat, Martin D. Palmer, John O. Tingley

Journal:

Year:

1982

Language:

english

File:

PDF, 1.41 MB

english, 1982

12

A new framework for inferring Earth's past climate

Tingley, Martin, Wahl, Eugene, Cook, Edward

Journal:

Eos Transactions American Geophysical Union

Year:

2011

Language:

english

File:

PDF, 35 KB

english, 2011

13

Recent temperature extremes at high northern latitudes unprecedented in the past 600 years

Tingley, Martin P., Huybers, Peter

Journal:

Year:

2013

Language:

english

File:

PDF, 750 KB

english, 2013

14

Oral administration of an adenovirus vector encoding both an avian influenza A hemagglutinin and a TLR3 ligand induces antigen specific granzyme B and IFN-γ T cell responses in humans

Peters, Wendy, Brandl, Jennifer R., Lindbloom, Jonathan D., Martinez, C. Josefina, Scallan, Ciaran D., Trager, George R., Tingley, Debora W., Kabongo, Martin L., Tucker, Sean N.

Journal:

Year:

2013

Language:

english

File:

PDF, 443 KB

english, 2013

15

Pairwise comparisons to reconstruct mean temperature in the Arctic Atlantic Region over the last 2,000

Hanhijärvi, Sami, Tingley, Martin P., Korhola, Atte

Journal:

Climate Dynamics

Year:

2013

Language:

english

File:

PDF, 1.24 MB

english, 2013

16

Statistical modeling of extreme value behavior in North American tree-ring density series

Elizabeth Mannshardt,Peter F. Craigmile,Martin P. Tingley

Journal:

Climatic Change

Year:

2013

Language:

english

File:

PDF, 504 KB

english, 2013

17

Temperature reconstructions from tree-ring densities overestimate volcanic cooling

Tingley, Martin P., Stine, Alexander R., Huybers, Peter

Journal:

Geophysical Research Letters

Year:

2014

Language:

english

File:

PDF, 2.87 MB

english, 2014

18

Climatology and predictability of the late summer stratospheric zonal wind turnaround over Vanscoy, Saskatchewan

Wunch, Debra, Tingley, Martin P., Shepherd, Theodore G., Drummond, James R., Moore, G.W.K., Strong, Kimberly

Journal:

ATMOSPHERE-OCEAN

Year:

2005

Language:

english

File:

PDF, 942 KB

english, 2005

19

Reconstructing past temperatures from natural proxies and estimated climate forcings using short- and long-memory models

Barboza, Luis, Li, Bo, Tingley, Martin P., Viens, Frederi G.

Journal:

The Annals of Applied Statistics

Year:

2014

Language:

english

File:

PDF, 840 KB

english, 2014

20

Comments on: Comparing and selecting spatial predictors using local criteria

Tingley, Martin P., Shaby, Benjamin A.

Journal:

Year:

2015

Language:

english

File:

PDF, 880 KB

english, 2015

21

Comments on “Reconstructing the NH Mean Temperature: Can Underestimation of Trends and Variability Be Avoided?”

Tingley, Martin P., Li, Bo

Journal:

Journal of Climate

Year:

2012

Language:

english

File:

PDF, 465 KB

english, 2012

22

A Bayesian ANOVA Scheme for Calculating Climate Anomalies, with Applications to the Instrumental Temperature Record

Tingley, Martin P.

Journal:

Journal of Climate

Year:

2012

Language:

english

File:

PDF, 3.82 MB

english, 2012

23

On Discriminating between GCM Forcing Configurations Using Bayesian Reconstructions of Late-Holocene Temperatures

Tingley, Martin, Craigmile, Peter F., Haran, Murali, Li, Bo, Mannshardt, Elizabeth, Rajaratnam, Bala

Journal:

Journal of Climate

Year:

2015

Language:

english

File:

PDF, 1.20 MB

english, 2015

24

Machine Learning and Data Mining Approaches to Climate Science || Teleconnections in Climate Networks: A Network-of-Networks Approach to Investigate the Influence of Sea Surface Temperature Variability on Monsoon Systems

Lakshmanan, Valliappa, Gilleland, Eric, McGovern, Amy, Tingley, Martin

Year:

2015

Language:

english

File:

PDF, 590 KB

english, 2015

25

SPURIOUS PREDICTIONS WITH RANDOM TIME SERIES: THE LASSO IN THE CONTEXT OF PALEOCLIMATIC RECONSTRUCTIONS. DISCUSSION OF: A STATISTICAL ANALYSIS OF MULTIPLE TEMPERATURE PROXIES: ARE RECONSTRUCTIONS OF SURFACE TEMPERATURES OVER THE LAST 1000 YEARS RELIABLE?

Martin P. Tingley

Journal:

The Annals of Applied Statistics

Year:

2011

Language:

english

File:

PDF, 555 KB

english, 2011

26

Comment: Hierarchical Statistical Modeling for Paleoclimate Reconstruction

Cressie, Noel, Tingley, Martin P.

Journal:

Journal of the American Statistical Association

Year:

2010

Language:

english

File:

PDF, 258 KB

english, 2010

27

Heterogeneous warming of Northern Hemisphere surface temperatures over the last 1200 years

Tingley, Martin P., Huybers, Peter

Journal:

Journal of Geophysical Research Atmospheres

Year:

2015

Language:

english

File:

PDF, 888 KB

english, 2015

28

Decoding the precision of historical temperature observations

Rhines, Andrew, Tingley, Martin P., McKinnon, Karen A., Huybers, Peter

Journal:

Quarterly Journal of the Royal Meteorological Society

Year:

2015

Language:

english

File:

PDF, 6.20 MB

english, 2015

29

The changing shape of Northern Hemisphere summer temperature distributions

McKinnon, Karen A., Rhines, Andrew, Tingley, Martin P., Huybers, Peter

Journal:

Journal of Geophysical Research Atmospheres

Year:

2016

Language:

english

File:

PDF, 7.66 MB

english, 2016

30

Spurious predictions with random time series: The Lasso in the context of paleoclimatic reconstructions. Discussion of: A statistical analysis of multiple temperature proxies: Are reconstructions of surface temperatures over the last 1000 years reliable?

Tingley, Martin P.

Journal:

The Annals of Applied Statistics

Year:

2011

Language:

english

File:

PDF, 122 KB

english, 2011

31

The Likelihood of Recent Record Warmth

Mann, Michael E., Rahmstorf, Stefan, Steinman, Byron A., Tingley, Martin, Miller, Sonya K.

Journal:

Scientific Reports

Year:

2016

Language:

english

File:

PDF, 706 KB

english, 2016

32

Seasonally Resolved Distributional Trends of North American Temperatures Show Contraction of Winter Variability

Rhines, Andrew, McKinnon, Karen A., Tingley, Martin P., Huybers, Peter

Journal:

Journal of Climate

Year:

2017

Language:

english

File:

PDF, 6.74 MB

english, 2017

33

A TEX86 surface sediment database and extended Bayesian calibration

Tierney, Jessica E, Tingley, Martin P

Journal:

Scientific Data

Year:

2015

Language:

english

File:

PDF, 1.13 MB

english, 2015

34

The physician data query (PDQ) cancer information system

Hubbard, Susan Molloy, Martin, Nicholas, Blankenbaker, Linda, Esterhay, Robert, Masys, Daniel, Tingley, Dianne, Stram, Mary, DeVita, Vincent

Journal:

Journal of Cancer Education

Year:

1986

Language:

english

File:

PDF, 751 KB

english, 1986

35

Record Temperature Streak Bears Anthropogenic Fingerprint

Mann, Michael E., Miller, Sonya K., Rahmstorf, Stefan, Steinman, Byron A., Tingley, Martin

Journal:

Geophysical Research Letters

Year:

2017

Language:

english

File:

PDF, 1020 KB

english, 2017

36

BAYSPLINE: a new calibration for the alkenone paleothermometer

Tierney, Jessica E., Tingley, Martin P.

Journal:

Paleoceanography

Year:

2018

Language:

english

File:

PDF, 1.84 MB

english, 2018

37

Life cycle impact comparison of different concrete floor slabs considering uncertainty and sensitivity analysis

Wang, JingJing, Tingley, Danielle Densley, Mayfield, Martin, Wang, YuanFeng

Journal:

Journal of Cleaner Production

Year:

2018

Language:

english

File:

PDF, 1.09 MB

english, 2018

38

Ecological network analysis on intra-city metabolism of functional urban areas in England and Wales

Tan, Ling Min, Arbabi, Hadi, Li, Qianqian, Sheng, Yulan, Densley Tingley, Danielle, Mayfield, Martin, Coca, Daniel

Journal:

Resources, Conservation and Recycling

Year:

2018

Language:

english

File:

PDF, 2.25 MB

english, 2018

39

Origin of spatial variation in US East Coast sea-level trends during 1900–2017

Piecuch, Christopher G., Huybers, Peter, Hay, Carling C., Kemp, Andrew C., Little, Christopher M., Mitrovica, Jerry X., Ponte, Rui M., Tingley, Martin P.

Journal:

Year:

2018

Language:

english

File:

PDF, 3.06 MB

english, 2018

40

An ecological-thermodynamic approach to urban metabolism: Measuring resource utilization with open system network effectiveness analysis

Tan, Ling Min, Arbabi, Hadi, Brockway, Paul E., Densley Tingley, Danielle, Mayfield, Martin

Journal:

Year:

2019

File:

PDF, 3.24 MB

2019

41

Computing confidence intervals from massive data via penalized quantile smoothing splines

Zhang, Likun, Castillo, Enrique del, Berglund, Andrew J., Tingley, Martin P., Govind, Nirmal

Journal:

Computational Statistics & Data Analysis

Year:

2020

File:

PDF, 4.65 MB

2020

42

On the use of random graphs in analysing resource utilization in urban systems

Arbabi, Hadi, Punzo, Giuliano, Meyers, Gregory, Tan, Ling Min, Li, Qianqian, Densley Tingley, Danielle, Mayfield, Martin

Journal:

Royal Society Open Science

Year:

2020

File:

PDF, 945 KB

2020

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