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Table 1 Source of data for each step (Fig. 1) in the burden of disease calculation and years of data used

From: Assessing the magnitude and uncertainties of the burden of selected diseases attributable to extreme heat and extreme precipitation under a climate change scenario in Michigan for the period 2041–2070

Step

Data Source

Historical

Projected

Extreme heat (EH) days

Maurer 1/8-degree gridded daily maximum temperature observations [6]

1971–2000

 

Extreme heat (EH) days

Multi-model ensembleb of statistically-downscaled 1/8-degree dailydata sets from the North American Regional Climate Change Assessment Program [3]

 

2041–2070

Extreme precipitation (EP) days

Multi-model ensembleb of statistically-downscaled 1/8-degree daily projections [3, 5, 14, 15]

1971–2000a

2041–2070

Population

U.S. Census [16]

1971–2000

 

Population

Woods & Poole economic forecasting model [17]

 

2050

Population

EPA’s Integrated Climate and Land-Use Scenarios (ICLUS) project for the A2 scenario [16, 103]

 

2050

All-natural-cause mortality

Centers for Disease Control (CDC), National Center for Health Statistics (NCHS) [17]

2004–2006

 

Renal/respiratory/heat hospitalizations, ages 65+

Medicare MedPAR billing records [20]

1990–2006

 

Renal hospitalizations, ages 0–64

Michigan Inpatient Database [18]

2000–2009

 

All-natural-cause and gastrointestinal emergency department (ED) visits

Healthcare Cost and Utilization Project, Agency for Healthcare Research and Quality [21]

2007

 

EH-mortality association

case-crossover analysis, see Methods

  

EH-renal/respiratory/heat hospitalization association

Ogbomo et al. [18]

2000–2009

 

EH-renal hospitalization association

Gronlund et al. [20]

1990–2006

 

EH-all-natural-cause ED visit association

Kingsley et al. [25]

1999–2011

 

EP-GI ED visit association

Jagai et al. [27]

2003–2007

 
  1. aNo additional data source needed; by definition, 2% of days in the historical period are EP days
  2. bDerived from the following six Climate Model Intercomparison Project Phase 3 global climate models (GCMs): cgcm3_t47, cgcm3_t63, cnrm, echam5, gfdl_2.1, pcm