Data · dataset · 2025
Real time soil moisture data and weather data
Listed in aCQUIRe
The objective of the proposed research is to develop an IoT based intelligent watering system in the managed parks.
Description
This objective is aligned with CQUniversity's research strength under the area: “smart systems and computational intelligence”. In this project, we will install several data collection sensors to monitor the moisture content of the park.
Some of these data collection sources will be automated for real-time collection and storing of data in a cloud storage facility. This information will be used with data mining technologies to analyse for accurate watering and forecasting. The decision of the developed model will be integrated with the existing irrigation systems for smart automation, which will deliver water in accordance with the requirements of the plant, the rainfall received and evaporative demand of the system.
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The skills which we are going to learn while doing this project is machine learning, artificial intelligence, IoT and programming skills.<p></p>
Links
Where it is published
- DOI doi.org/10.25946/29670476.v1 ↗
DOI / persistent id · from acquire cqu edu au
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from acquire cqu edu au
Topics
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| aCQUIRe | oai:figshare.com:article/29670476 | 10 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · acquire cqu edu au | connector:acquire_cqu_edu_au@1.0.0 | |
| concepts[field].anzsrc:field:461106 | mapping · acquire cqu edu au | vocabulary-mapper@1.0.0 | keywords['Semi- and unsupervised learning'] |
| concepts[field].anzsrc:field:461204 | mapping · acquire cqu edu au | vocabulary-mapper@1.0.0 | keywords['Programming languages'] |
| concepts[field].anzsrc:field:461206 | mapping · acquire cqu edu au | vocabulary-mapper@1.0.0 | keywords['Software architecture'] |
| concepts[field].local:field:computer-science-ai | mapping · acquire cqu edu au | connector:acquire_cqu_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · acquire cqu edu au | connector:acquire_cqu_edu_au@1.0.0 | |
| concepts[field].local:field:humanities | mapping · acquire cqu edu au | connector:acquire_cqu_edu_au@1.0.0 | |
| description | source · acquire cqu edu au | connector:acquire_cqu_edu_au@1.0.0 | /metadata/dc/description |
| license | source · acquire cqu edu au | connector:acquire_cqu_edu_au@1.0.0 | /metadata/dc/rights |
| publication_date | source · acquire cqu edu au | connector:acquire_cqu_edu_au@1.0.0 | |
| title | source · acquire cqu edu au | connector:acquire_cqu_edu_au@1.0.0 | /metadata/dc/title |