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Viewing 125th Street</image:caption></image:image><lastmod>2020-06-18T15:55:18+00:00</lastmod><changefreq>weekly</changefreq><priority>0.6</priority></url><url><loc>https://beh.columbia.edu/street-view/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2012/05/street_view.jpg</image:loc><image:title>street_view</image:title></image:image><lastmod>2020-06-18T15:53:12+00:00</lastmod><changefreq>weekly</changefreq><priority>0.6</priority></url><url><loc>https://beh.columbia.edu/2020/04/13/mapping-food-insecurity-during-the-covid-19-pandemic/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2020/04/snap.jpg</image:loc><image:title>SNAP</image:title><image:caption>SNAP recipients by County</image:caption></image:image><lastmod>2020-04-13T20:14:42+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2020/04/08/updated-county-level-estimates-of-highly-stressed-health-care-systems/</loc><lastmod>2020-04-08T01:16:45+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2020/03/31/county-level-estimates-of-when-hospital-capacity-will-be-overwhelmed/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2020/03/time_to_system_failure.png</image:loc><image:title>time_to_system_failure</image:title><image:caption>Time to patient demand exceeding hospital capacity: 28 day look forward from 3/29/20, no social distancing and a medium surge response</image:caption></image:image><lastmod>2020-03-31T17:24:00+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2020/03/27/estimated-icu-beds-available-to-respond-to-patient-surges/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2020/03/beh_map_03262020-1.png</image:loc><image:title>BEH_Map_03262020</image:title><image:caption>Screen shot of the BEH COVID-19 mapping tool showing the distribution of COVID-19 cases (blue) and estimated available ICU beds under a Moderate Intensity Response to patient surges</image:caption></image:image><lastmod>2020-03-27T14:56:03+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2020/03/24/at-risk-populations-for-severe-covid-19-part-iv/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2020/03/icu-beds-1500x632-1.jpg</image:loc><image:title>icu-beds-1500x632</image:title><image:caption>ICU bed counts from HRSA (https://data.hrsa.gov/data/download).  As roughly 66% of these beds are currently occupied, these numbers overstate the number of beds available for COVID-19 patients.    </image:caption></image:image><lastmod>2020-03-26T19:12:11+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2020/03/17/at-risk-populations-for-severe-covid-19-part-iii/</loc><lastmod>2020-03-19T18:15:00+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2020/03/17/at-risk-populations-for-severe-covid-19-part-ii/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2020/03/older_adults_hospital_beds.png</image:loc><image:title>Older_adults_hospital_beds</image:title><image:caption>Counties in purple have high populations of older adults and low numbers of hospital beds.</image:caption></image:image><lastmod>2020-03-17T13:21:50+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2020/03/16/at-risk-populations-for-severe-covid-19/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2020/03/coronary_artery_disease-1.png</image:loc><image:title>Coronary_Artery_Disease</image:title></image:image><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2020/03/ckd-1.png</image:loc><image:title>CKD</image:title></image:image><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2020/03/hospitals.png</image:loc><image:title>Hospitals</image:title></image:image><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2020/03/diabetes_2.png</image:loc><image:title>Diabetes_2</image:title></image:image><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2020/03/copd_2.png</image:loc><image:title>COPD_2</image:title></image:image><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2020/03/age_75.png</image:loc><image:title>Age_75+</image:title></image:image><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2020/03/age_65.png</image:loc><image:title>At Risk</image:title></image:image><lastmod>2020-03-16T17:06:24+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2019/07/03/how-did-the-unhealthy-food-environment-evolve-in-new-york-city/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2019/07/berger_latent_class_graph.jpg</image:loc><image:title>Berger_Latent_Class_graph</image:title></image:image><lastmod>2019-07-03T17:58:38+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2019/05/17/national-geographic-cities-issue/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2019/05/nat_geo_cities.jpg</image:loc><image:title>Nat_Geo_Cities</image:title><image:caption>Nat Geo Cities Issue</image:caption></image:image><lastmod>2019-05-17T22:52:22+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2019/05/09/how-do-gym-location-and-membership-interact-to-impact-physical-activity/</loc><lastmod>2019-05-09T18:59:59+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2019/05/03/teaching-epidemiology-from-high-school-through-graduate-school/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2019/05/jimstark.jpg</image:loc><image:title>JimStark</image:title><image:caption>Stark from his BEH days</image:caption></image:image><lastmod>2019-05-03T22:55:52+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2019/04/05/mobile-phone-based-neighborhood-audits/</loc><lastmod>2019-04-05T01:03:00+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2019/01/24/free-floating-bike-share-in-seattle/</loc><lastmod>2019-01-24T23:22:49+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2018/05/28/how-and-where-patterns-of-activity-among-older-adults-change-over-time/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2018/05/activity_latent_class_changes.png</image:loc><image:title>Activity_Latent_Class_Changes</image:title><image:caption>Activity classes are shown in boxes, and common transitions (among those who changed classes) are indicated by arrows between boxes</image:caption></image:image><lastmod>2018-05-28T13:28:37+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2018/06/04/launching-the-interactive-pedestrian-injury-mapper-i-pim/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2018/05/ipim_concept_image.png</image:loc><image:title>IPIM_concept_image</image:title></image:image><lastmod>2018-05-25T14:33:56+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2018/04/22/neighborhood-conditions-influence-the-ability-of-diabetics-to-control-their-blood-sugar/</loc><lastmod>2018-04-22T01:38:17+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2018/03/18/teaching-epidemiology-to-undergraduate-students/</loc><lastmod>2018-03-18T18:55:48+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2018/02/20/the-built-environment-and-health-research-group-is-looking-for-post-docs/</loc><lastmod>2018-02-20T16:31:42+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2017/11/15/when-geographic-proximity-and-access-to-medical-services-is-not-enough/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2017/11/rdp_clinic_area_2.jpg</image:loc><image:title>RdP_Clinic_area_2</image:title><image:caption>Family health clinic service area</image:caption></image:image><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2017/11/rdp_aerial_pic_2.png</image:loc><image:title>RdP_Aerial_pic_2</image:title><image:caption>Health clinic service area in yellow</image:caption></image:image><lastmod>2017-11-15T02:07:47+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2017/10/01/man-on-the-street-or-street-view-to-measure-neighborhood-physical-disorder/</loc><lastmod>2017-10-01T14:57:31+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/publications/</loc><lastmod>2017-09-30T19:59:34+00:00</lastmod><changefreq>weekly</changefreq><priority>0.6</priority></url><url><loc>https://beh.columbia.edu/2017/03/06/webinar-online-urban-informatics-studying-how-urban-design-influences-health-in-new-york-city/</loc><lastmod>2017-03-06T20:11:56+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2017/02/28/webinar-urban-informatics-studying-how-urban-design-influences-health-in-new-york-city/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2017/02/nyc_walkability_map.jpg</image:loc><image:title>nyc_walkability_map</image:title><image:caption>Neighborhood walkability in NYC</image:caption></image:image><lastmod>2017-02-28T17:47:01+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2017/01/29/neighborhood-physical-disorder-and-physical-activity-among-older-adults-in-nyc/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2017/01/nycnames-disorder-activity-blogpostimage-1.jpg</image:loc><image:title>nycnames-disorder-activity-blogpostimage-1</image:title><image:caption>Elements that are incorporated into the overall Neighborhood Disorder Scale score.</image:caption></image:image><lastmod>2017-01-29T22:01:28+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2016/08/03/commandments-for-variable-naming-and-data-management/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2016/08/fifteen-commandments.jpg</image:loc><image:title>Fifteen Commandments</image:title><image:caption>Mel Brooks and the 15 Commandments from History of the World Part 1</image:caption></image:image><lastmod>2016-08-03T03:27:41+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2016/06/29/jama-on-walking-and-walkability/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2016/06/nhood_walkability-e1467225485774.png</image:loc><image:title>NHood_walkability</image:title><image:caption>High and low walkability neighborhoods in NYC</image:caption></image:image><lastmod>2016-06-29T18:42:37+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2016/06/24/steve-mooney-receives-poster-award-at-epidemiology-congress-of-the-americas-2016/</loc><lastmod>2016-06-24T17:32:54+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2016/05/25/urban-design-to-support-walking-and-health/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2016/05/nhood_walkability_2.png</image:loc><image:title>NHood_walkability_2</image:title></image:image><lastmod>2016-05-25T21:08:39+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2016/04/26/can-big-data-get-us-better-estimates-of-neighborhood-disorder/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2016/04/universal_kriging_philly1.png</image:loc><image:title>Universal_kriging_philly</image:title><image:caption>Physical Disorder in Philadelphia estimated using Universal Kriging</image:caption></image:image><lastmod>2016-04-26T23:53:37+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2016/02/21/maintaining-human-subjects-protections-in-neighborhood-health-effects-research/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2016/02/map_pin.png</image:loc><image:title>Map_Pin</image:title></image:image><lastmod>2016-02-22T00:45:30+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2016/02/20/measuring-pedestrian-activity-using-gps-logger-data/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2016/02/gps_walks_2.png</image:loc><image:title>GPS_walks_2</image:title><image:caption>GPS data collected during walks along streets in areas with low and high building bulk density. Image by Dan Sheehan.</image:caption></image:image><lastmod>2016-02-20T00:06:44+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2016/01/27/our-pedestrian-injury-research-gets-further-coverage/</loc><lastmod>2016-02-17T22:23:07+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2016/02/07/maps-of-neighborhood-physical-disorder/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2016/02/philly_disorder_3.png</image:loc><image:title>Philly_Disorder_3</image:title><image:caption>Neighborhood physical disorder in Philadelphia.  Draker area within Philadelphia have higher levels of physical disorder.</image:caption></image:image><lastmod>2016-02-07T15:43:05+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2016/01/27/using-google-street-view-to-understand-pedestrian-injury-risk/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2016/01/ourmostdangerousintersection.jpg</image:loc><image:title>OurMostDangerousIntersection</image:title><image:caption>Jerome Ave and Fordham Road in the Bronx, the intersection with the highest number of injuries in our study. </image:caption></image:image><lastmod>2016-01-27T01:44:00+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2015/11/17/using-gps-and-accelerometers-to-study-neighborhood-walkability-and-physical-activity/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2015/11/walkability_and_pa.png</image:loc><image:title>Walkability_and_PA</image:title><image:caption>Covariate adjusted mean (and 95% CI) minutes of moderate equivalent physical activity per week by quartile of residential neighborhood NWI score.</image:caption></image:image><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2015/11/walkability.png</image:loc><image:title>walkability</image:title><image:caption>Examples of high and low walkability neighborhoods and a map of Neighborhood Walkability Index scores for all of NYC</image:caption></image:image><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2015/11/residential_range.png</image:loc><image:title>Residential_range</image:title><image:caption>Four examples of minimally convex polygons (white area) around GPS waypoints falling within 1Km of the residence (total area of circles).</image:caption></image:image><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2015/11/home_range_walkability.png</image:loc><image:title>Home_range_walkability</image:title><image:caption>Mean NWI scores (and 95 % confidence intervals) in residential neighbrohood areas utilized and not utilized by study participants.</image:caption></image:image><lastmod>2015-11-17T21:28:57+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2015/06/18/systematic-review-of-literature-on-neighborhood-park-access-and-physical-activity/</loc><lastmod>2015-11-06T14:38:35+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2015/11/06/the-cdc-and-dots-transportation-and-health-tool/</loc><lastmod>2015-11-06T14:17:48+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2015/10/15/tree-canopy-data-for-the-entire-state-of-pennsylvania/</loc><lastmod>2016-04-03T06:18:03+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2015/10/01/strategies-to-refine-annual-business-establishment-data-across-more-than-two-decades/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2015/10/nets_modified_healthy_half_longer.gif</image:loc><image:title>nets_modified_healthy_half_longer</image:title></image:image><lastmod>2015-10-01T21:40:13+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2015/07/27/cdc-releases-new-built-environment-assessment-tool/</loc><lastmod>2015-07-27T13:54:28+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2015/06/02/mailman-schools-social-epidemiology-cluster-launches-a-blog/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2015/05/cropped-leanvillewithobesemarginalizedatbaselineafter.png</image:loc><image:title>cropped-LeanvilleWithObeseMarginalizedAtBaselineAfter</image:title></image:image><lastmod>2015-06-01T23:48:47+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2015/05/06/neighborhood-safety-and-physical-activity/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2015/05/mooney_paa_pats_disorder.jpg</image:loc><image:title>Mooney_PAA_PATS_Disorder</image:title></image:image><lastmod>2015-05-06T21:47:04+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2015/03/31/spatial-patterns-of-exposure-to-tree-pollen-in-cities/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2015/03/pollen-e1427806989660.jpg</image:loc><image:title>Pollen</image:title><image:caption>Betula sp. pollen [Birch Pollen] photo by Guy Robinson, Fordam University  </image:caption></image:image><lastmod>2015-03-31T13:14:22+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2015/03/20/ne-was-welcoming-big-data-to-the-neighborhood/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2015/03/three-vs.png</image:loc><image:title>Three Vs</image:title></image:image><lastmod>2015-03-26T21:55:02+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2015/03/26/a-smart-start-a-symposium-on-preventing-childhood-obesity-2/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2015/03/smart_start_logo.jpg</image:loc><image:title>smart_start_logo</image:title></image:image><lastmod>2015-03-26T21:53:47+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2015/03/11/canvas-featured-on-nextcity-org/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2015/03/science-banner-e1426093113550.png</image:loc><image:title>science-banner</image:title></image:image><lastmod>2015-03-11T17:01:27+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2015/03/04/evidence-based-investment-in-public-spaces/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2015/03/nyrp_the_haven_project.png</image:loc><image:title>NYRP_The_Haven_Project</image:title></image:image><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2015/03/nyrp_thehavenproject_logo.jpg</image:loc><image:title>NYRP_TheHavenProject_Logo</image:title></image:image><lastmod>2015-03-05T21:45:55+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/data-visualization/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2013/12/walkability_map.jpg</image:loc><image:title>Walkability_map</image:title></image:image><lastmod>2015-01-12T04:03:46+00:00</lastmod><changefreq>weekly</changefreq><priority>0.6</priority></url><url><loc>https://beh.columbia.edu/2015/01/05/new-research-using-google-street-view-to-conduct-neighborhood-virtual-audits/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2015/01/philly_disorder.jpg</image:loc><image:title>Philly_disorder</image:title><image:caption>Physical Disorder across Philadelphia</image:caption></image:image><lastmod>2015-01-03T23:54:33+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2014/12/16/beh-selected-as-charter-members-of-the-aia-design-and-health-research-consortium/</loc><lastmod>2014-12-19T21:09:05+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2014/12/02/latino-usa-on-npr-covers-our-work-on-hispanic-immigrant-womens-perspective-on-healthy-foods/</loc><lastmod>2014-12-02T03:26:51+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/2014/07/25/rio-das-pedras-community-needs-assessment/</loc><lastmod>2015-05-15T23:49:40+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://beh.columbia.edu/community-needs-assessment/</loc><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2014/07/pedras_2.jpg</image:loc><image:title>Pedras_2</image:title><image:caption>Rio de Pedras</image:caption></image:image><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2014/07/pedras.jpg</image:loc><image:title>Pedras</image:title><image:caption>Electricity distribution in Rio das Pedras</image:caption></image:image><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2014/07/favela.jpg</image:loc><image:title>favela</image:title><image:caption>View of a favella in Rio</image:caption></image:image><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2014/07/peph_all_projects.jpg</image:loc><image:title>PEPH_All_Projects</image:title></image:image><image:image><image:loc>https://beh.columbia.edu/wp-content/uploads/2014/07/thepoint.jpg</image:loc><image:title>thepoint</image:title><image:caption>Measuring park access in the South Bronx and Upper East Side 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