Work

Climate data dynamics: A high-volume real world structured weather dataset

Year: 2024

Type: data-paper

Abstract: The dataset at hand is a unique resource, officially procured from the Bangladesh Meteorological Department, the sole government institution that diligently monitors weather through 35 strategically placed weather stations across the nation. This dataset is a treasure trove of actual data spanning several decades, from the inception of each weather station to the present. It has been meticulously restructured and processed into four (Rainfall, Temperature, Humidity, and Sunshine) key weather parameters, presented in a highly organized and accessible format. This format not only facilitates its use in the machine-learning training process but also opens up avenues for its application in climate research, weather forecasting, and a myriad of other statistical and machine-learning applications.

Source: Data in Brief

DOI: 10.1016/j.dib.2024.111156

Authors: Md Zubair, Md. Nafiz Ishtiaque Mahee, Khondaker Masfiq Reza, Md. Shahidul Salim, Nasim Ahmed

Institutions: Chittagong University of Engineering & Technology, Uttara University, BRAC University, Khulna University of Engineering and Technology

Language: English

Topic: Environmental Monitoring and Data Management

Subfield: Geology

Field: Earth and Planetary Sciences

Domain: Physical Sciences

SDG: Climate action

Open Access status: gold

Estimated APC paid: $850

OpenAlex ID: W4404554810

Cites: 3

Cited by: 3

Related to: 10