All 311 Service Requests from 2010 to present. This information is automatically updated daily.

Flux tower observations, model spin-up and site characteristics data for Urban-PLUMBER sites associated with the manuscript:

"Harmonized, gap-filled dataset from 20 urban flux tower sites"

https://doi.org/10.5194/essd-14-5157-2022

Use of any data must give credit through citation of the above manuscript and other site sources as appropriate (see below). We recommend data users consult with site contributing authors and/or the coordination team in the project planning stage. Relevant site contacts are included in site metadata.

Data can be downloaded from the bottom of this page.

Sitename

City

Country

Observed period

References

AU-Preston

Melbourne

Australia

Aug 2003 – Nov 2004

(Coutts et al., 2007a, b)

AU-SurreyHills

Melbourne

Australia

Feb 2004 – Jul 2004

(Coutts et al., 2007a, b)

CA-Sunset

Vancouver

Canada

Jan 2012 – Dec 2016

(Christen et al., 2011; Crawford and Christen, 2015)

FI-Kumpula

Helsinki

Finland

Dec 2010 – Dec 2013

(Karsisto et al., 2016)

FI-Torni

Helsinki

Finland

Dec 2010 – Dec 2013

(Järvi et al., 2018; Nordbo et al., 2013)

FR-Capitole

Toulouse

France

Feb 2004 – Mar 2005

(Masson et al., 2008; Goret et al., 2019)

GR-HECKOR

Heraklion

Greece

Jun 2019 – Jun 2020

(Stagakis et al., 2019)

JP-Yoyogi

Tokyo

Japan

Mar 2016 – Mar 2020

(Hirano et al., 2015; Ishidoya et al., 2020)

KR-Jungnang

Seoul

South Korea

Jan 2017 – Apr 2019

(Jo et al., n.d.; Hong et al., 2020)

KR-Ochang

Ochang

South Korea

Jun 2015 – Jul 2017

(Hong et al., 2019, 2020)

MX-Escandon

Mexico City

Mexico

Jun 2011 – Sep 2012

(Velasco et al., 2011, 2014)

NL-Amsterdam

Amsterdam

Netherlands

Jan 2019 – Oct 2020

(Steeneveld et al., 2020)

PL-Lipowa

Łódź

Poland

Jan 2008 – Dec 2012

(Fortuniak et al., 2013; Pawlak et al., 2011)

PL-Narutowicza

Łódź

Poland

Jan 2008 – Dec 2012

(Fortuniak et al., 2013, 2006)

SG-TelokKurau

Singapore

Singapore

Feb 2015 – Feb 2016

(Roth et al., 2017)

UK-KingsCollege

London

UK

Apr 2012 – Jan 2014

(Bjorkegren et al., 2015; Kotthaus and Grimmond, 2014a, b)

UK-Swindon

Swindon

UK

May 2011 – Apr 2013

(Ward et al., 2013)

US-Baltimore

Baltimore

USA

Jan 2002 – Jan 2007

(Crawford et al., 2011)

US-Minneapolis

Minneapolis

USA

Jun 2006 – May 2009

(Peters et al., 2011; Menzer and McFadden, 2017)

US-WestPhoenix

Phoenix

USA

Dec 2011 – Jan 2013

(Chow, 2017; Chow et al., 2014)

For further site information and timeseries plots see https://urban-plumber.github.io/sites.

For processing code see https://github.com/matlipson/urban-plumber_pipeline.

Data

Two data archives are available on this page.

The full collection includes all observed, gap-filled, spin-up and site characteristic data, in both netcdf and text form.

The "obs_only" archive includes a duplicate of site observation timeseries (after quality control) in a single netcdf file.

Full collection

The full archive includes site folders with:

index.html: A summary page with site characteristics and timeseries plots.

SITENAME_sitedata_v1.csv: comma separated file for numerical site characteristics e.g. location, surface cover fraction etc.

timeseries/ (following files are available as netCDF and txt)

SITENAME_raw_observations_v1: site observed timeseries before project-wide quality control.

SITENAME_clean_observations_v1: site observed timeseries after project-wide quality control.

SITENAME_metforcing_v1: gap-filled and prepended (10yr spinup) site observation forcing dataset for model evaluation.

SITENAME_era5_corrected_v1: site ERA5 surface data (1990-2020) with bias corrections as applied in the final dataset.

"Obs Only"

This archive contains duplicate data from the full collection (observations after QC):

UP_all_clean_observations_UTC_v1.nc: in coordinated universal time (UTC)

UP_all_clean_observations_localstandardtime_v1.nc: in local standard time

Site references

Bjorkegren, A. B., Grimmond, C. S. B., Kotthaus, S., and Malamud, B. D.: CO2 emission estimation in the urban environment: Measurement of the CO2 storage term, Atmospheric Environment, 122, 775–790, https://doi.org/10.1016/j.atmosenv.2015.10.012, 2015.

Chow, W.: Eddy covariance data measured at the CAP LTER flux tower located in the west Phoenix, AZ neighborhood of Maryvale from 2011-12-16 through 2012-12-31, https://doi.org/10.6073/PASTA/FED17D67583EDA16C439216CA40B0669, 2017.

Chow, W. T. L., Volo, T. J., Vivoni, E. R., Jenerette, G. D., and Ruddell, B. L.: Seasonal dynamics of a suburban energy balance in Phoenix, Arizona, International Journal of Climatology, 34, 3863–3880, https://doi.org/10.1002/joc.3947, 2014.

Christen, A., Coops, N. C., Crawford, B. R., Kellett, R., Liss, K. N., Olchovski, I., Tooke, T. R., van der Laan, M., and Voogt, J. A.: Validation of modeled carbon-dioxide emissions from an urban neighborhood with direct eddy-covariance measurements, Atmospheric Environment, 45, 6057–6069, https://doi.org/10.1016/j.atmosenv.2011.07.040, 2011.

Coutts, A. M., Beringer, J., and Tapper, N. J.: Characteristics influencing the variability of urban CO2 fluxes in Melbourne, Australia, Atmospheric Environment, 41, 51–62, https://doi.org/10.1016/j.atmosenv.2006.08.030, 2007a.

Coutts, A. M., Beringer, J., and Tapper, N. J.: Impact of Increasing Urban Density on Local Climate: Spatial and Temporal Variations in the Surface Energy Balance in Melbourne, Australia, J. Appl. Meteor. Climatol., 46, 477–493, https://doi.org/10.1175/JAM2462.1, 2007b.

Crawford, B. and Christen, A.: Spatial source attribution of measured urban eddy covariance CO2 fluxes, Theor Appl Climatol, 119, 733–755, https://doi.org/10.1007/s00704-014-1124-0, 2015.

Crawford, B., Grimmond, C. S. B., and Christen, A.: Five years of carbon dioxide fluxes measurements in a highly vegetated suburban area, Atmospheric Environment, 45, 896–905, https://doi.org/10.1016/j.atmosenv.2010.11.017, 2011.

Fortuniak, K., Kłysik, K., and Siedlecki, M.: New measurements of the energy balance components in Łódź, in: Preprints, sixth International Conference on Urban Climate: 12-16 June, 2006, Göteborg, Sweden, Sixth International Conference On Urban Climate, Göteborg, Sweden, 64–67, 2006.

Fortuniak, K., Pawlak, W., and Siedlecki, M.: Integral Turbulence Statistics Over a Central European City Centre, Boundary Layer Meteorology; Dordrecht, 146, 257–276, https://doi.org/10.1007/s10546-012-9762-1, 2013.

Goret, M., Masson, V., Schoetter, R., and Moine, M.-P.: Inclusion of CO2 flux modelling in an urban canopy layer model and an evaluation over an old European city centre, Atmospheric Environment: X, 3, 100042, https://doi.org/10.1016/j.aeaoa.2019.100042, 2019.

Hirano, T., Sugawara, H., Murayama, S., and Kondo, H.: Diurnal Variation of CO2 Flux in an Urban Area of Tokyo, Sola, 11, 100–103, https://doi.org/10.2151/sola.2015-024, 2015.

Hong, J., Lee, K., and Hong, J.-W.: Observational data of Ochang and Jungnang in Korea, 2020.

Hong, J.-W., Hong, J., Chun, J., Lee, Y. H., Chang, L.-S., Lee, J.-B., Yi, K., Park, Y.-S., Byun, Y.-H., and Joo, S.: Comparative assessment of net CO2 exchange across an urbanization gradient in Korea based on eddy covariance measurements, Carbon Balance and Management, 14, 13, https://doi.org/10.1186/s13021-019-0128-6, 2019.

Ishidoya, S., Sugawara, H., Terao, Y., Kaneyasu, N., Aoki, N., Tsuboi, K., and Kondo, H.: O2 : CO2 exchange ratio for net turbulent flux observed in an urban area of Tokyo, Japan, and its application to an evaluation of anthropogenic CO2 emissions, Atmospheric Chemistry and Physics, 20, 5293–5308, https://doi.org/10.5194/acp-20-5293-2020, 2020.

Järvi, L., Rannik, Ü., Kokkonen, T. V., Kurppa, M., Karppinen, A., Kouznetsov, R. D., Rantala, P., Vesala, T., and Wood, C. R.: Uncertainty of eddy covariance flux measurements over an urban area based on two towers, Atmospheric Measurement Techniques, 11, 5421–5438, https://doi.org/10.5194/amt-11-5421-2018, 2018.

Jo, S., Hong, J.-W., and Hong, J.: The observational flux measurement data of suburban and low-residential areas in Korea (in preparation), n.d.

Karsisto, P., Fortelius, C., Demuzere, M., Grimmond, C. S. B., W., O. K., Kouznetsov, R., Masson, V., and Järvi, L.: Seasonal surface urban energy balance and wintertime stability simulated using three land‐surface models in the high‐latitude city Helsinki, Q.J.R. Meteorol. Soc., 142, 401–417, https://doi.org/10.1002/qj.2659, 2016.

Kotthaus, S. and Grimmond, C. S. B.: Energy exchange in a dense urban environment – Part I: Temporal variability of long-term observations in central

Inspections of Plumbing Project Plans by the Department of Health. This applies to any plumbing that is installed or altered. It includes replacement cards for the installation of water heaters and dishwasher transmittal sheets. Approximately 14,000 plans are filed, reviewed, and have permits issued by the Health Department annually. Previously, residents were required to submit a formal Right-to-Know request to the Office of Open Records for access to plumbing inspection. These records can now be downloaded and accessed without a request.

More about the County's Plumbing Program can be found on the County website at: https://www.alleghenycounty.us/Services/Health-Department/Plumbing-Program

Due to a process error the Plumbing Inspection Violations were under-represented and have been removed from this dataset as of September 2024. The Allegheny County Health Department will be implementing a new software system by early 2025 that will restore and/or expand the information for future inspections.

Support for Health Equity datasets and tools provided by Amazon Web Services (AWS) through their Health Equity Initiative.

About this Dataset

Carefully curated list of “Construction: Contractors, Plumbers, Architects, Civil engineers, etc” in Philadelphia (PA). We strive to keep our customers satisfied, so they no longer have to worry about finding quality leads. Which is why we offer a 100% data guarantee. If there is any information missing or incorrect we will replace it for you. Contact us immediately. What you will find below: - Contact Name - Company - Email - Contact no. & more

Category

Engineering

Keywords

Philadelphia Contractors,Philadelphia Architect,US Contractors,Pennsylvania Contractors,Pennsylvania Architect

Row Count

286

Price

$149.00

A Civil Service List consists of all candidates who passed an exam, ranked in score order. An established list is considered active for no less than one year and no more than four years from the date of establishment. For more information visit DCAS’ “Work for the City” webpage at: https://www1.nyc.gov/site/dcas/employment/take-an-exam.page