AndreaBozzo/ceres-open-data-index huggingface dataset:
Microclimate Sensor Readings

This dataset contains environmental readings from microclimate sensors located across the city. The data is updated every hour in fifteen minute increments and can be used to determine variations in microclimate changes throughout the day. Microclimate data includes:<br/>
- Ambient air temperature<br/>
- Relative humidity<br/>
- Barometric pressure<br/>
- Particulate matter 2.5<br/>
- Particulate matter 10<br/>
- Average wind speed<br/>
<br/>
The Microclimate Sensor Readings helps us to understand temperature, relative humidity, pressure, particulate matter 2.5, particulate matter 10, and average wind speed at different locations and different times of day to better inform decision-making and plan for the future.<br/>
<br/>
Additional values are included in this dataset to provide an easier way to correlate the data with the official EPA Victoria data. These can be identified with the value 'epa' included in the type column. EPA Victoria report air quality readings in 1 hour and 24 hour averages. This includes; ambient air temperature readings in 1 hour average, relative humidity readings in 1 hour average, particulate matter 2.5 readings in 1 hour and 24 hour averages, and particulate matter 10 readings in 1 hour and 24 hour averages.<br/>
<br/>
The site_id column can be used to merge the data with the <a href="https://melbournetestbed.opendatasoft.com/explore/dataset/microclimate-sensor-locations/information/" target="_blank">Sensor Locations dataset</a> which contains the sensor location. Any changes to sensor locations are important to consider when analysing and interpreting historical microclimate data.<br/>
<br/>
Note this dataset may not contain a reading for every sensor for every 15 minutes as the sensor devices might not have a reading for each value. There may be situations where no readings are reported for all sensors or only some readings are reported at a particular site.<br/>
<br/>
For the description of each sensor please see the <a href="/api/datasets/1.0/microclimate-sensor-readings/attachments/microclimatesensors_metadata_attachment_datadictionary_1_pdf/">sensor type document</a>.<br/>
<br/>
Related datasets: <br/>
<br/>
<a href="https://melbournetestbed.opendatasoft.com/explore/dataset/microclimate-sensor-locations/information/" target="_blank">Microclimate Sensors - Sensor Locations</a>

Tags: air-quality, cityreactivation, environment, environmental-monitoring, microclimate, particulate, pressure, sensor, sensors, temperature, wind
Organization: City of Melbourne
Pedestrian Counting System - Sensor Locations

This dataset contains status, location and directional information for each pedestrian sensor device installed throughout the city.  The sensor_id column can be used to merge the data with related datasets. <br/>
<p>Since the inauguration of the <a href="https://www.melbourne.vic.gov.au/about-melbourne/research-and-statistics/city-population/Pages/pedestrian-counting-system.aspx">Pedestrian Counting System</a> in 2009, some sensor devices have been removed or relocated. This may be for various reasons such as construction works. Others may be inactive due to a temporary issue. This is detailed in the notes column.  Any changes to sensor locations are important to consider when analysing and interpreting historical pedestrian counting data.<br/>
<p>Sensors are typically installed under an awning or on a street pole to form a counting zone on the footpath below. They record bi-directional pedestrian movements through the zone, 24 hours, every day. Locations are selected based on three criteria – retail and event activity, regular pedestrian use and the egress and entry flow to these areas. The system records movements, not images, so no individual information is collected.  New sensor devices have been recently installed, with more to come in the near future as part of the city’s commitment to expanding the system. <br/>
<p>Status field:<br/>
This field indicates if the sensor is expected to be active and is manually maintained as needed. A pedestrian sensor with an active value ('A') may be unavailable in some situations. <br/>
<p>A representation of pedestrian volume which compares each location on any given day and time can be found in our <a href="http://www.pedestrian.melbourne.vic.gov.au/?_ga=2.44607906.760678413.1541972518-340051665.1506055261">Online Visualisation</a>.<p>Related datasets: <br/><b><a href="https://melbournetestbed.opendatasoft.com/explore/dataset/pedestrian-counting-system-monthly-counts-per-hour/information/">Pedestrian Counting System – 2009 to Present (counts per hour)</a></b><br/><b><a href="https://melbournetestbed.opendatasoft.com/explore/dataset/pedestrian-counting-system-past-hour-counts-per-minute/information/">Pedestrian Counting System – Past Hour (counts per minute)</a></b></p></p></p></p></p>

Tags: cityreactivation, directions, foot-traffic, locations, pedestrian, safemobility, sensors, status, traffic-flow
Organization: City of Melbourne
Tree canopies public realm 2018 (Urban Forest)

Tree canopy within City of Melbourne mapped using 2018 aerial photos and LiDAR. The canopy polygons represent actual tree canopy extents on  public property (land managed by the City of Melbourne) across the city. The data is considered accurate for 2018. Changes in tree canopy are expected to have occurred since that time.<br/>
<br/>
Tree canopy cover is mapped by the City of Melbourne annually.

Tags: greening, plant, tree, urbanforest, vegetation, vegetation-health
Organization: City of Melbourne
Weather Stations

<p>Live and historical weather data collected by weather stations installed in different locations of the council area.</p><p>Data collected with weather stations can be visualised on the <a href="https://www.geelongdataexchange.com.au/pages/weather-dashboard-v2/" target="_blank">Weather Together dashboard</a>.</p>

Tags: humidity, solar-power, temperature, weather, wind
Organization: City of Greater Geelong
City of Melbourne Liveability and Social Indicators

Indicators help us to assess our municipality's performance, measure progress and compare with other cities. The results also help us monitor our Council Plan and guide policy, planning and management to ensure that Melbourne continues to be a liveable, bold, inspirational and sustainable city.<br/>
<p>A visual representation of the indicators presented here can be found in our <a href="https://www.melbourne.vic.gov.au/about-melbourne/research-and-statistics/Pages/Liveability.aspx"><u>online visualisation.</u></a> The indicators are from a select list we collect for the following two main activities: <br/>
<p>1. The <u>City of Melbourne Social Indicator Survey (CoMSIS)</u> provides insight into the health, wellbeing, participation and connection of residents in our city. This data is collected to directly address some of the Council Plan’s municipal outcome indicators and support our health and wellbeing priorities. Findings of the survey give insight into the perceived quality of life for our residents.<br/>
<p>2. The <a href="https://www.dataforcities.org/wccd/"><u>World Council on City Data (WCCD)</u></a> is a network of cities committed to improving services and quality of life with open city data and standardised urban indicators. The WCCD developed and oversees an international standard for city data: <i>ISO 37120 Sustainable Development of Communities: Indicators for City Services and Quality of Life.</i> The City of Melbourne is a member of this network and annually submits indicators for verification in accordance with this standard.<br/>
<p>Related datasets: <br/><b><a href="https://melbournetestbed.opendatasoft.com/explore/dataset/social-indicators-for-city-of-melbourne-residents-2018/information/">Social Indicators for City of Melbourne Residents 2018</a></b></p></p></p></p>

Tags: connection, health, indicators, liveability, participation, quality-of-life, safety, services, stats, wellbeing
Organization: City of Melbourne
Soil Sensor Readings - Historical data

<p>This dataset contains historical readings for soil sensors within parks across the City of Melbourne. The sensors take a variety of readings such as salinity, temperature and moisture. The units and readings are included within the data. This dataset can be joined to the <a href="https://melbournetestbed.opendatasoft.com/explore/dataset/soil-sensor-locations/information/" style="background-color: rgb(255, 255, 255); font-family: sans-serif; font-size: 14px; font-weight: 400;">soil sensor locations</a> dataset using the site id column. This dataset contains a large number of records, to download only a particular sensor's readings see our attached <a href="https://help.opendatasoft.com/platform/en/exploring_catalog_and_datasets/02_looking_up_a_dataset/filtering_dataset.html" style="background-color: rgb(255, 255, 255); font-family: sans-serif; font-size: 14px; font-weight: 400;" target="_blank">guide on how to filter data</a>.</p><p><span style="font-weight: bolder;">Different readings taken (based on unit column):</span><br/>- <span style="font-weight: bolder;">%VWC: Volumetric water content</span> is a numerical measure of soil moisture. It is simply the ratio of water volume to soil volume.<br/>- <span style="font-weight: bolder;">ºC: Temperature</span> in degrees celsius.<br/>- <span style="font-weight: bolder;">µS/cm: Salinity</span> is the measure of the concentration of dissolved (soluble) salts in water from all sources. (microseimens per centimetre)<br/><br/>Note this dataset may not contain a reading for every sensor for every hour as the sensor devices might not have a reading for each value. There may be situations where no readings are reported for all sensors or only some readings are reported at a particular site.<br/></p>

Tags: moisture, salinity, sensor, sensors, soil, temperature
Organization: City of Melbourne
Barbeques

Barbeque facilities in the City of Greater Geelong, either gas-fired or electric. There are eight wood-fired barbeques in greater Geelong that are not included.

&gt;*Although all due care has been taken to ensure that these data are correct, no warranty is expressed or implied by the City of Greater Geelong in their use.*


Tags: asset, barbecue, barbeque, bbq, community, park, public-amenity, recreation
Organization: City of Greater Geelong
Forecast Population - City of Greater Geelong

<p>This summary shows the results of the forecasts for population, households and dwellings in the City of Greater Geelong. The period 2020, 2030 and 2040, as the short to medium term, is likely to be the most accurate and useful forecast information for immediate planning purposes.</p><p>It is important to look at the relationship between population and average household size. If the average household size is falling, then there will need to be growth in the number of households (and dwellings for them to live in) to maintain or grow the population.</p>

Tags: households, people, population, stats
Organization: City of Greater Geelong
Trees

<p>Geelong’s trees are an important, vibrant part our city and surrounds, providing many services to the local community, contributing to Geelong’s liveability and localised neighbourhood characters. </p><div><p>Our trees help to:</p><ul><li>shade the city and its hard surfaces during hot summers,</li><li>enhance our local biodiversity, </li><li>reduce stormwater run-off into rivers and the bay, </li><li>absorb air pollution (sequester and store carbon).</li></ul><p><em style="font-family: inherit; background-color: initial;">Although all due care has been taken to ensure that these data are correct, no warranty is expressed or implied by the City of Greater Geelong in their use.</em></p><ul> <li><a href="https://www.geelongaustralia.com.au/trees/task/item/8cbb7f728734baa.aspx">Report a storm damaged tree</a></li><li><a href="https://www.geelongaustralia.com.au/trees/task/item/8cbb7dcb37a234d.aspx">Request tree planting</a></li><li><a href="https://www.geelongaustralia.com.au/trees/task/item/8cba2bda1febeae.aspx">Request tree pruning</a></li><li><a href="https://www.geelongaustralia.com.au/trees/task/item/8cbb7f60a0ec46a.aspx">Request tree removal</a></li></ul></div><blockquote><p><em><br/></em></p></blockquote>

Tags: city-of-greater-geelong, cogg, enviroment, geelong, green, grow, open-data, plant, shade, sustainable, tree, trees, vegetation, victoria
Organization: City of Greater Geelong
Trees - Factsheets

<p>This dataset contains hyperlinks and downloadable factsheets (pdf format) for some of the tree species in the Geelong area.</p><p>For more information about trees in Geelong please visit our <a href="https://www.geelongdataexchange.com.au/pages/urban-forestry/#overview" target="_blank">Urban Forest dashboard</a>.</p>

Tags: tree
Organization: City of Greater Geelong
Ticket Machines

<p>The location of Geelong's ticket machines, all located in the Central Business District.</p><p><em>UnitID</em> indicates the ticket machine's unique identifier. This ID is visible on every machine to facilitate the reporting of faults. <em>TimeLimit</em> describes how long parking is permitted. The units are in hours; P represents no limit. <em>Rate</em> indicates the hourly rate unless "All Day" is indicated. <em>Days</em> are the days of the week during which payment is required. <em>HoursOper</em> are the hours of operation.</p><p><em>Although all due care has been taken to ensure that these data are correct, no warranty is expressed or implied by the City of Greater Geelong in their use.</em></p>

Tags: cars, ezicom-pay, geelong, parking, parking-meters, ticket-machines, tickets
Organization: City of Greater Geelong
Mosquito Management Area

This mosquito spray dataset shows the treatment of major breeding sites in line with the breeding cycle of the 3 main mosquito species in the Geelong area.
<a href="http://www.geelongaustralia.com.au/mosquitoes/article/item/8cf4f282ea006f1.aspx" target="_blank">http://www.geelongaustralia.com.au/mosquitoes/article/item/8cf4f282ea006f1.aspx</a>

Although all due care has been taken to ensure that these data are correct, no warranty is expressed or implied by the City of Greater Geelong in their use. Geographic Coordinate System: GCS_WGS_1984.

Tags: creek, environment, pest, pesticide, spray
Organization: City of Greater Geelong