NSAPH

The NSAPH Subcollection, part of the Climate-Health CAFÉ Dataverse, features data contributions from the National Studies on Air Pollution and Health (NSAPH) group based at the Harvard T.H. Chan School of Public Health.

This subcollection is focused on providing datasets related to air pollution, climate change, and public health. These datasets result from NSAPH's work in studying the environmental impacts on health outcomes and regulatory policy.

Instructions

The NSAPH Subcollection is open for reuse of the general public, but contributions are restricted to NSAPH collaborators. Instructions for NSAPH collaborators that want to upload datasets are offered in the CAFÉ Dataverse upload instructions.

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1 to 10 of 1,094 Results

SpaCE: The Spatial Confounding Environment Jun 28, 2025 Tec, Mauricio; Trisovic, Ana; Audirac, Michelle; Dominici, Francesca, 2023, "SpaCE: The Spatial Confounding Environment", https://doi.org/10.7910/DVN/SYNPBS, Harvard Dataverse, V29, UNF:6:EjV+pwtl9QyaygkCiEYBUA== [fileUNF] SpaCE: The Spatial Confounding Environment is a benchmarking dataset for causal inference incorporating spatial structure. In particular, SpaCE datasets contain real confounder and exposure/treatment data inspired by environmental health studies. The synthetic outcome and counterfactual are generated according to recommended practices for causal ev...
pm25_hires_no3_pm_cont.zip Jun 28, 2025 - SpaCE: The Spatial Confounding Environment ZIP Archive - 766.7 MB - MD5: 96f737218fa918bbf5c77b2d62f0e389 This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": "null", "outcome": "value_pm25", "treament": "???", "index_col": "0", "treatment_max_bins": "10", "scaling": {"outcome": "n...
pm25_hires_so4_pm_cont.zip Jun 28, 2025 - SpaCE: The Spatial Confounding Environment ZIP Archive - 759.2 MB - MD5: 110492e8e8b80b6812d4d0e39fd81a85 This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": "null", "outcome": "value_pm25", "treament": "???", "index_col": "0", "treatment_max_bins": "10", "scaling": {"outcome": "n...
cdcsvi_limteng_hburdic_cont.zip Jun 28, 2025 - SpaCE: The Spatial Confounding Environment ZIP Archive - 8.5 MB - MD5: b3e92adb48bbb13756d137ac78fa86b3 This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": ["E_TOTPOP", {"households": ["E_HU", "E_HH"]}, "EP_NOHSDP", "EP_UNINSUR", "EP_AGE65", "EP_AGE17", "EP_DISABL", "EP_SNGPNT",...
cdcsvi_nohsdp_poverty_disc.zip Jun 28, 2025 - SpaCE: The Spatial Confounding Environment ZIP Archive - 767.9 KB - MD5: 04fe1d2509714c436911d224f579d87b This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": ["EP_UNEMP", "EP_AGE65", "EP_AGE17", "EP_DISABL", "EP_SNGPNT", "EP_LIMENG", "EP_MINRTY", "EP_MUNIT", "EP_NOVEH", "EP_NOINT"...
climate_relhum_wfsmoke_cont.zip Jun 28, 2025 - SpaCE: The Spatial Confounding Environment ZIP Archive - 12.1 MB - MD5: 60794d3bb3abe28622f93c9035d8cb5a This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": ["avg_tmax_jul", {"tmax_other": ["avg_tmax_jun", "avg_tmax_aug", "avg_tmax_sep", "avg_tmax_oct"]}, "avg_wnd_jul", {"avg_wnd...
climate_wfsmoke_minrty_disc.zip Jun 28, 2025 - SpaCE: The Spatial Confounding Environment ZIP Archive - 2.0 MB - MD5: c9721d267ec78e677c5f5795f692dd21 This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": ["avg_tmax_jul", {"tmax_other": ["avg_tmax_jun", "avg_tmax_aug", "avg_tmax_sep", "avg_tmax_oct"]}, "avg_rhum_jul", {"rhum_o...
county_dmgrcs_election_disc.zip Jun 28, 2025 - SpaCE: The Spatial Confounding Environment ZIP Archive - 840.9 KB - MD5: 0d87006c253273ae32dd1da77b03ba26 This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": ["noaa_prcp", "noaa_snow", "noaa_altitude", {"noadd_temp": ["noaa_temp", "noaa_temp_jan", "noaa_temp_apr", "noaa_temp_jul",...
county_educatn_election_cont.zip Jun 28, 2025 - SpaCE: The Spatial Confounding Environment ZIP Archive - 4.3 MB - MD5: 46c8a92e207c2f7d5173fad2f23e98e5 This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": ["noaa_prcp", "noaa_snow", "noaa_altitude", {"noadd_temp": ["noaa_temp", "noaa_temp_jan", "noaa_temp_apr", "noaa_temp_jul",...
county_phyactiv_lifexpcy_cont.zip Jun 28, 2025 - SpaCE: The Spatial Confounding Environment ZIP Archive - 3.8 MB - MD5: ee18600000bc645d5a4f8f5721b4790f This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": ["noaa_prcp", "noaa_snow", "noaa_altitude", {"noadd_temp": ["noaa_temp", "noaa_temp_jan", "noaa_temp_apr", "noaa_temp_jul",...

SpaCE: The Spatial Confounding Environment

Jun 28, 2025

Tec, Mauricio; Trisovic, Ana; Audirac, Michelle; Dominici, Francesca, 2023, "SpaCE: The Spatial Confounding Environment", https://doi.org/10.7910/DVN/SYNPBS, Harvard Dataverse, V29, UNF:6:EjV+pwtl9QyaygkCiEYBUA== [fileUNF]

SpaCE: The Spatial Confounding Environment is a benchmarking dataset for causal inference incorporating spatial structure. In particular, SpaCE datasets contain real confounder and exposure/treatment data inspired by environmental health studies. The synthetic outcome and counterfactual are generated according to recommended practices for causal ev...

pm25_hires_no3_pm_cont.zip

Jun 28, 2025 - SpaCE: The Spatial Confounding Environment

ZIP Archive - 766.7 MB -

This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": "null", "outcome": "value_pm25", "treament": "???", "index_col": "0", "treatment_max_bins": "10", "scaling": {"outcome": "n...

pm25_hires_so4_pm_cont.zip

Jun 28, 2025 - SpaCE: The Spatial Confounding Environment

ZIP Archive - 759.2 MB -

cdcsvi_limteng_hburdic_cont.zip

Jun 28, 2025 - SpaCE: The Spatial Confounding Environment

ZIP Archive - 8.5 MB -

This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": ["E_TOTPOP", {"households": ["E_HU", "E_HH"]}, "EP_NOHSDP", "EP_UNINSUR", "EP_AGE65", "EP_AGE17", "EP_DISABL", "EP_SNGPNT",...

cdcsvi_nohsdp_poverty_disc.zip

Jun 28, 2025 - SpaCE: The Spatial Confounding Environment

ZIP Archive - 767.9 KB -

This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": ["EP_UNEMP", "EP_AGE65", "EP_AGE17", "EP_DISABL", "EP_SNGPNT", "EP_LIMENG", "EP_MINRTY", "EP_MUNIT", "EP_NOVEH", "EP_NOINT"...

climate_relhum_wfsmoke_cont.zip

Jun 28, 2025 - SpaCE: The Spatial Confounding Environment

ZIP Archive - 12.1 MB -

This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": ["avg_tmax_jul", {"tmax_other": ["avg_tmax_jun", "avg_tmax_aug", "avg_tmax_sep", "avg_tmax_oct"]}, "avg_wnd_jul", {"avg_wnd...

climate_wfsmoke_minrty_disc.zip

Jun 28, 2025 - SpaCE: The Spatial Confounding Environment

ZIP Archive - 2.0 MB -

This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": ["avg_tmax_jul", {"tmax_other": ["avg_tmax_jun", "avg_tmax_aug", "avg_tmax_sep", "avg_tmax_oct"]}, "avg_rhum_jul", {"rhum_o...

county_dmgrcs_election_disc.zip

Jun 28, 2025 - SpaCE: The Spatial Confounding Environment

ZIP Archive - 840.9 KB -

This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": ["noaa_prcp", "noaa_snow", "noaa_altitude", {"noadd_temp": ["noaa_temp", "noaa_temp_jan", "noaa_temp_apr", "noaa_temp_jul",...

county_educatn_election_cont.zip

Jun 28, 2025 - SpaCE: The Spatial Confounding Environment

ZIP Archive - 4.3 MB -

This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": ["noaa_prcp", "noaa_snow", "noaa_altitude", {"noadd_temp": ["noaa_temp", "noaa_temp_jan", "noaa_temp_apr", "noaa_temp_jul",...

county_phyactiv_lifexpcy_cont.zip

Jun 28, 2025 - SpaCE: The Spatial Confounding Environment

ZIP Archive - 3.8 MB -

This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": ["noaa_prcp", "noaa_snow", "noaa_altitude", {"noadd_temp": ["noaa_temp", "noaa_temp_jan", "noaa_temp_apr", "noaa_temp_jul",...

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