Software Open Access

Dynamic Anthropogenic activitieS impacting Heat emissions (DASH v1.0): Development and evaluation

Capel-Timms, Isabellla; Smith, Stefan Thor; Sun, Ting; Grimmond, Sue


MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
  <leader>00000nmm##2200000uu#4500</leader>
  <datafield tag="999" ind1="C" ind2="5">
    <subfield code="x">Capel-Timms I, ST Smith, T Sun, S Grimmond (in review) Dynamic Anthropogenic activitieS impacting Heat emissions (DASH v1.0): Development and evaluation gmd-2020-52</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Urban</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">London, UK</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Anthropogenic Heat Flux</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">DASH</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Agent based model</subfield>
  </datafield>
  <controlfield tag="005">20200710123812.0</controlfield>
  <controlfield tag="001">3936025</controlfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Reading</subfield>
    <subfield code="0">(orcid)0000-0002-5053-4639</subfield>
    <subfield code="a">Smith, Stefan Thor</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Reading</subfield>
    <subfield code="0">(orcid)0000-0002-2486-6146</subfield>
    <subfield code="a">Sun, Ting</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Reading, Past: KCL, Indiana University</subfield>
    <subfield code="0">(orcid)0000-0002-3166-9415</subfield>
    <subfield code="a">Grimmond, Sue</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">602926594</subfield>
    <subfield code="z">md5:422191b55050a1b2fb9454219a9aff7d</subfield>
    <subfield code="u">https://zenodo.org/record/3936025/files/DASH-X-GMD-1.0r.tar.gz</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">689485568</subfield>
    <subfield code="z">md5:8e0beb8d9b47648e3f4bf5a6584690a3</subfield>
    <subfield code="u">https://zenodo.org/record/3936025/files/DASH-X-GMD-results.zip</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">2827310</subfield>
    <subfield code="z">md5:eaf41ef086e69cca71c81bd049c03fb0</subfield>
    <subfield code="u">https://zenodo.org/record/3936025/files/STEBBS_EVALUATION.zip</subfield>
  </datafield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2020-07-08</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">software</subfield>
    <subfield code="p">user-luma</subfield>
    <subfield code="o">oai:zenodo.org:3936025</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">University of Reading</subfield>
    <subfield code="0">(orcid)0000-0002-0339-168X</subfield>
    <subfield code="a">Capel-Timms, Isabellla</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">Dynamic Anthropogenic activitieS impacting Heat emissions (DASH v1.0): Development and evaluation</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">user-luma</subfield>
  </datafield>
  <datafield tag="536" ind1=" " ind2=" ">
    <subfield code="c">NE/T001887/1</subfield>
    <subfield code="a">APEx: An Air Pollution Exposure model to integrate protection of vulnerable groups into the UK Clean Air Programme</subfield>
  </datafield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield>
    <subfield code="a">Creative Commons Attribution 4.0 International</subfield>
  </datafield>
  <datafield tag="650" ind1="1" ind2="7">
    <subfield code="a">cc-by</subfield>
    <subfield code="2">opendefinition.org</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">&lt;ul&gt;
	&lt;li&gt;&lt;strong&gt;Dynamic Anthropogenic activitieS impacting Heat emissions (DASH v1.0): Development and evaluation&lt;/strong&gt;&lt;/li&gt;
	&lt;li&gt;&lt;strong&gt;DASH&lt;/strong&gt; - is undergoing significantly development (e.g. being made more generic, more efficient, more capabilities). Currently, results are benchmarked to this version. Please contact c.s.grimmond@reading.ac.uk to find out about the most appropriate source of code&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Funding Acknowledgement:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;UK-China Research &amp;amp; Innovation Partnership Fund through the Met Office Climate Science for Service Partnership (CSSP) China as part of the Newton Fund&lt;/li&gt;
	&lt;li&gt;EPSRC (Reading)&lt;/li&gt;
	&lt;li&gt;NERC APEx:10.13039/501100000690::NE/T001887/1&lt;/li&gt;
	&lt;li&gt;ERC-2019-SyG: 855005 urbisphere&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Overview&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;Source code and input data for v1.0 of the Dynamic Anthropogenic activitieS impacting Heat emissions model.&lt;/li&gt;
	&lt;li&gt;DASH considers both urban form and function in simulating QF by use of an agent-based structure that includes behavioural characteristics of city populations. This allows social practices to drive the calculation of QF as occupants move, varying by day type, demographic, location, activity, socio-economic factors and in response to environmental conditions. DASH has simple transport and building energy models to allow simulation of dynamic vehicle use, occupancy and heating/cooling demand, with subsequent release of energy to the outdoor environment through the building fabric.&lt;/li&gt;
	&lt;li&gt;The entire model comprises two parts:&lt;/li&gt;
	&lt;li&gt;1. Agent interaction (under 2.movementtravel)&lt;/li&gt;
	&lt;li&gt;2. Agent reaction (under.energyQfcalcs&lt;/li&gt;
	&lt;li&gt;README files can be found in each folder with quick start guides for each.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;1.dataprocessing &lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;Currently in python 3.7&lt;/li&gt;
	&lt;li&gt;## what does this code do?&lt;/li&gt;
	&lt;li&gt;Various scripts transform elements of raw data to input data readable by DASH&lt;/li&gt;
	&lt;li&gt;## what does this folder include?&lt;/li&gt;
	&lt;li&gt;Input Data&lt;/li&gt;
	&lt;li&gt;Processed Data&lt;/li&gt;
	&lt;li&gt;─ source-code # scripts for creating input data from raw data&lt;/li&gt;
	&lt;li&gt;## how to run this code?&lt;/li&gt;
	&lt;li&gt;1. Different elements are currently run separately.&lt;/li&gt;
	&lt;li&gt;# 2.movementtravel&lt;/li&gt;
	&lt;li&gt;## what does this code do?&lt;/li&gt;
	&lt;li&gt;1. Determines the travel and movement behaviours.&lt;/li&gt;
&lt;/ul&gt;

&lt;ul&gt;
	&lt;li&gt;2. Distributes people across the city.&lt;/li&gt;
&lt;/ul&gt;

&lt;ul&gt;
	&lt;li&gt;3. Provides occupancy and transport levels across the study area.&lt;/li&gt;
&lt;/ul&gt;

&lt;ul&gt;
	&lt;li&gt;## What does this folder include?&lt;/li&gt;
&lt;/ul&gt;

&lt;ul&gt;
	&lt;li&gt;run `tree . -d -L 1` to show the following (may vary over time)&lt;/li&gt;
&lt;/ul&gt;

&lt;ul&gt;
	&lt;li&gt;Data # input data&lt;/li&gt;
&lt;/ul&gt;

&lt;ul&gt;
	&lt;li&gt;├── Runs # runs with cfg and output&lt;/li&gt;
&lt;/ul&gt;

&lt;ul&gt;
	&lt;li&gt;├── py2-backup.tgz # backup of py2 files before 2to3 conversion&lt;/li&gt;
&lt;/ul&gt;

&lt;ul&gt;
	&lt;li&gt;├── gen-traveltime-py2 # script to generate travel functions in py2&lt;/li&gt;
&lt;/ul&gt;

&lt;ul&gt;
	&lt;li&gt;└── source-code # source code&lt;/li&gt;
	&lt;li&gt;## How to run this module&lt;/li&gt;
	&lt;li&gt;Before run this code, 2to3 was executed to convert all code into py3. the py2 version is secured into `py2-backup.tgz` archive
	&lt;ul&gt;
		&lt;li&gt;&lt;strong&gt;QUICK START&lt;/strong&gt;&lt;/li&gt;
		&lt;li&gt;&lt;strong&gt;Run the code:&lt;/strong&gt;&lt;/li&gt;
	&lt;/ul&gt;

	&lt;ul&gt;
		&lt;li&gt;&lt;strong&gt;1. entry point: `source_code/Main.py`: `python3 Main.py`&lt;strong&gt;# 3.energyQfcalcs&lt;/strong&gt;&lt;strong&gt;## what does this code do? &lt;/strong&gt;&lt;/strong&gt;&lt;/li&gt;
	&lt;/ul&gt;

	&lt;ul&gt;
		&lt;li&gt;&lt;strong&gt;1. To determine the occupancy levels in buildings&lt;/strong&gt;&lt;/li&gt;
	&lt;/ul&gt;

	&lt;ul&gt;
		&lt;li&gt;&lt;strong&gt;2. To determine distribution of traffic on transport network&lt;/strong&gt;&lt;/li&gt;
		&lt;li&gt;&lt;strong&gt;2. To calculate energy use - giving Qf (B, T, and M)&lt;strong&gt;## what does this folder include?&lt;/strong&gt;&lt;/strong&gt;&lt;/li&gt;
	&lt;/ul&gt;

	&lt;ul&gt;
		&lt;li&gt;&lt;strong&gt;run tree . -d -L 1 to show the following (may vary over time)&lt;/strong&gt;&lt;/li&gt;
		&lt;li&gt;&lt;strong&gt;├── Data # input data&lt;/strong&gt;&lt;/li&gt;
	&lt;/ul&gt;

	&lt;ul&gt;
		&lt;li&gt;&lt;strong&gt;├── Runs # runs with cfg and output&lt;/strong&gt;&lt;/li&gt;
	&lt;/ul&gt;

	&lt;ul&gt;
		&lt;li&gt;&lt;strong&gt;├── py2-backup.tar # backup of py2 files before 2to3 conversion&lt;/strong&gt;&lt;/li&gt;
	&lt;/ul&gt;

	&lt;ul&gt;
		&lt;li&gt;&lt;strong&gt;└── source-code # source code&lt;strong&gt;## how to run this code?&lt;/strong&gt;&lt;/strong&gt;&lt;/li&gt;
	&lt;/ul&gt;

	&lt;ul&gt;
		&lt;li&gt;&lt;strong&gt;1. create and install the C code extension&lt;/strong&gt;&lt;/li&gt;
	&lt;/ul&gt;

	&lt;ul&gt;
		&lt;li&gt;&lt;strong&gt;in directory `STEBBS`, run:&lt;/strong&gt;&lt;/li&gt;
	&lt;/ul&gt;

	&lt;ul&gt;
		&lt;li&gt;&lt;strong&gt;to install the C extension.&lt;/strong&gt;&lt;/li&gt;
	&lt;/ul&gt;

	&lt;ul&gt;
		&lt;li&gt;&lt;strong&gt;2. main file: `Main.py`&lt;/strong&gt;&lt;/li&gt;
	&lt;/ul&gt;

	&lt;ul&gt;
		&lt;li&gt;&lt;strong&gt;switch the same folder of this `README.md` file, run the following:&lt;/strong&gt;&lt;/li&gt;
	&lt;/ul&gt;

	&lt;ul&gt;
		&lt;li&gt;&lt;strong&gt;python3 source_code/Main.py&lt;/strong&gt;&lt;/li&gt;
	&lt;/ul&gt;
	&lt;strong&gt;&lt;strong&gt;# 4.visualisation&lt;/strong&gt;&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;strong&gt;&lt;strong&gt;## what does this code do?&lt;/strong&gt;&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;strong&gt;1. Produces graphs of results from 2.movementtravel and 3.energyQfcalcs&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;strong&gt;&lt;strong&gt;## what does this folder include? &lt;/strong&gt;&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;strong&gt;&lt;strong&gt;run `tree . -d -L 1` to show the following (may vary over time)&lt;/strong&gt;&lt;/strong&gt;&lt;/li&gt;
	&lt;li&gt;&lt;strong&gt;&lt;strong&gt;└── source-code # scripts for creating plots from results&lt;/strong&gt;&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;strong&gt;&lt;strong&gt;&lt;strong&gt;## how to run this code?.&lt;/strong&gt;&lt;/strong&gt;&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;strong&gt;&lt;strong&gt;Different elements are currently run separately.&lt;/strong&gt;&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;New ZipFile (7/7/2020) -&amp;nbsp;&lt;strong&gt;BESTEST evaluation of STEBBS using EnergyPlus&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;&amp;nbsp;&lt;/p&gt;

&lt;p&gt;8/7/20 Update&amp;nbsp;data file -&amp;nbsp;&lt;a href="https://zenodo.org/api/files/cef8ca4b-1ed9-4dfd-8ab4-0ae63f26a116/DASH-X-GMD-results.zip"&gt;DASH-X-GMD-results.zip&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;8/7/20 code and input data DASH-X-GMD-1.0r.tar.gz&lt;/p&gt;

&lt;p&gt;&amp;nbsp;&lt;/p&gt;

&lt;p&gt;&amp;nbsp;&lt;/p&gt;

&lt;p&gt;&amp;nbsp;&lt;/p&gt;</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">url</subfield>
    <subfield code="i">isSupplementTo</subfield>
    <subfield code="a">https://zenodo.org/deposit/2649165</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.3745523</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.3936025</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">software</subfield>
  </datafield>
</record>
195
52
views
downloads
All versions This version
Views 195123
Downloads 5244
Data volume 25.1 GB22.2 GB
Unique views 158103
Unique downloads 2923

Share

Cite as