Proceedings of the 2nd International Conference on Smart and Innovative Agriculture (ICoSIA 2021)

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Data Analytics on the Effect of Climate Change to the Production of Fruit Plants during 2014-2020 in Malang District

Authors
Adhi Dharma Wibawa1, *, Yuri Pamungkas2
1Department of Computer Engineering, Faculty of Intelligent Electrical and Informatics Technology, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia
2Department of Electrical Engineering, Faculty of Intelligent Electrical and Informatics Technology, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia
*Corresponding author. Email: adhiosa@te.its.ac.id
Corresponding Author
Adhi Dharma Wibawa
Available Online 10 March 2022.
DOI
10.2991/absr.k.220305.041How to use a DOI?
Keywords
Horticulture; Harvest; Rainfall; Temperature; Humidity
Abstract

Horticultural products are agricultural commodities that have strategic value not only for farmers, but also for market players and consumers in Indonesia. In 2019, the GRDP of horticultural products in East Java reached IDR31.13 trillion. Compared to other districts in East Java, Malang District is the most contributor to horticultural products in East Java. However, the development of horticultural agriculture recently embraces various problems and challenges, one of which is the climate change factor. Meanwhile, new knowledge about the peak harvest times for each year, new strategies regarding crop rehabilitation times, and others are still less explored. Based on these problems, this research presents data analytics on the effect of climate change to the productivity of fruit plants during 2014 to 2020 in Malang district using multiple linear regression and correlation analysis. In this study, we can conclude that the peak harvest time for fruit tends to occur in the October–December. In those months, the rainfall (225.78 mm per month) was classified as moderate, and the temperature level (25.24 °C) with humidity (78.87%) were classified as optimal. Meanwhile, the low harvest time occurs in other months with too high or too low level on those three parameters namely rainfall, temperature, and humidity.

Copyright
© 2022 The Authors. Published by Atlantis Press International B.V.
Open Access
This is an open access article under the CC BY-NC license.

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Volume Title
Proceedings of the 2nd International Conference on Smart and Innovative Agriculture (ICoSIA 2021)
Series
Advances in Biological Sciences Research
Publication Date
10 March 2022
ISBN
978-94-6239-550-3
ISSN
2468-5747
DOI
10.2991/absr.k.220305.041How to use a DOI?
Copyright
© 2022 The Authors. Published by Atlantis Press International B.V.
Open Access
This is an open access article under the CC BY-NC license.

Cite this article

risenwbib
TY  - CONF
AU  - Adhi Dharma Wibawa
AU  - Yuri Pamungkas
PY  - 2022
DA  - 2022/03/10
TI  - Data Analytics on the Effect of Climate Change to the Production of Fruit Plants during 2014-2020 in Malang District
BT  - Proceedings of the 2nd International Conference on Smart and Innovative Agriculture (ICoSIA 2021)
PB  - Atlantis Press
SP  - 270
EP  - 277
SN  - 2468-5747
UR  - https://doi.org/10.2991/absr.k.220305.041
DO  - 10.2991/absr.k.220305.041
ID  - Wibawa2022
ER  -