Forecasting Soybean Production in Turkey: A Comparative Analysis of Automated and Traditional Methods

This release contains the code and data used in the following article: Duman, H. (2024). Forecasting Soybean Production in Turkey: A Comparative Analysis of Automated and Traditional Methods. Agro Science Journal of Igdir University, 2(1), 90–102. https://dergipark.org.tr/en/pub/iutbd/issue/85235/1494324 Computational Environment: R 4.2.2, tidyverse 2.0.0, tsibble 1.1.3, fable 0.3.3, feasts 0.3.1, rnaturalearth 0.3.4, rnaturalearthdata 0.1.0, sf 1.0.14, sp 2.1.2 Data: TURKSTAT (TÜİK) soybean production, 1990–2022 (training set n = 25, test set n = 8)

Authors

Institutions

Publication Details

Journal
DergiPark (Istanbul University)
Published
2026-10-31
DOI
https://doi.org/10.5281/zenodo.23835240
Primary Topic
Forecasting Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Forecasting Soybean Production in Turkey: A Comparative Analysis of Automated and Traditional Methods

Hakan Duman
3 links
DergiPark (Istanbul University)
Forecasting Techniques and Applications
article

Forecasting Soybean Production in Turkey: A Comparative Analysis of Automated and Traditional Methods

Hakan Duman
article en

Abstract

This release contains the code and data used in the following article: Duman, H. (2024). Forecasting Soybean Production in Turkey: A Comparative Analysis of Automated and Traditional Methods. Agro Science Journal of Igdir University, 2(1), 90–102. https://dergipark.org.tr/en/pub/iutbd/issue/85235/1494324 Computational Environment: R 4.2.2, tidyverse 2.0.0, tsibble 1.1.3, fable 0.3.3, feasts 0.3.1, rnaturalearth 0.3.4, rnaturalearthdata 0.1.0, sf 1.0.14, sp 2.1.2 Data: TURKSTAT (TÜİK) soybean production, 1990–2022 (training set n = 25, test set n = 8)

DergiPark (Istanbul University)
Iğdır Üniversitesi (TR)
Zero hunger, Industry, innovation and infrastructure
Openalex Percentile: Top 100%
Forecasting Techniques and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon