Evaluation and production of predictive maps on the impact of climate factors on the the land cover for the 
Baghdad city for the period (1999-2021)

doi:10.1063/5.0183162

Details

Publication Date

Tue Feb 20 2024

Journal Name

Aip Conference Proceeding

Volume

2922

Issue Number

ISSN

DOI

10.1063/5.0183162

Choose Citation Style

Statistics

View publication

9

Statistics

(3)

(1)

Evaluation and production of predictive maps on the impact of climate factors on the the land cover for the Baghdad city for the period (1999-2021)

Land cover

GIS

Supervised Classification

climatic factors

Interpolation Techniques

Athraa Ali Salman

...Show More Authors

The general objective of the research is to better understand changes in land cover and their impact on climatic factors by measuring changes in land cover for the Baghdad city for the period 1999-2021 and evaluating changes in land cover and measuring changes in climatic factors (relative humidity and evaporation). This study from 1999 to 2021 and in two different seasons: the April of the growing season and August the dry season. When using the supervised classification method to determine the differences, the results showed remarkable changes, the study showed the spatial variations in LC from 1999 to 2021 as follows: increase in the vegetation and water bodies during April and decrease this in August while the soil and built up decrease in April and increase this in August. As for the influence of climatic factors, an increase in relative humidity during 1999 and 2021 for April, while it decreased during the years 1999 and 2021 for August. While evaporation decreases during 1999 and 2021 for April and increases during 1999 and 2021 for August

Publication Date

Sat Jan 01 2022

Journal Name

Turkish Journal Of Physiotherapy And Rehabilitation

classification coco dataset using machine learning algorithms

learning Machine

classification

MCOCO dataset

K Nearest Neighbor's

Stochastic Gradient Descent learning (SGD)

Logistic Regression Algorithm(LR)

and Multi-Layer Perceptron (MLP).

Rasool

Bushra

Raaid

...Show More Authors

In this paper, we used four classification methods to classify objects and compareamong these methods, these are K Nearest Neighbor's (KNN), Stochastic Gradient Descentlearning (SGD), Logistic Regression Algorithm(LR), and Multi-Layer Perceptron (MLP). Weused MCOCO dataset for classification and detection the objects, these dataset image wererandomly divided into training and testing datasets at a ratio of 7:3, respectively. In randomlyselect training and testing dataset images, converted the color images to the gray level, thenenhancement these gray images using the histogram equalization method, resize (20 x 20) fordataset image. Principal component analysis (PCA) was used for feature extraction, andfinally apply four classification metho

Publication Date

Fri Nov 21 2025

Journal Name

Journal Of Advances In Information Technology

Towards Accurate SDG Research Categorization: A Hybrid Deep Learning Approach Using Scopus Metadata

text classification

Sustainable Development Goals (SDGs)

deep learning

hybrid bidirectional Long Short-Term Memory-Convolutional Neural Network (LSTM-CNN)

Global Vector (GloVe) embeddings

Jalal Sadoon Hameed

Furat N.

Mohammed

...Show More Authors

The complexity and variety of language included in policy and academic documents make the automatic classification of research papers based on the United Nations Sustainable Development Goals (SDGs) somewhat difficult. Using both pre-trained and contextual word embeddings to increase semantic understanding, this study presents a complete deep learning pipeline combining Bidirectional Long Short-Term Memory (BiLSTM) and Convolutional Neural Network (CNN) architectures which aims primarily to improve the comprehensibility and accuracy of SDG text classification, thereby enabling more effective policy monitoring and research evaluation. Successful document representation via Global Vector (GloVe), Bidirectional Encoder Representations from Tra

View Publication Preview PDF

1 2 3 4 ... 2968 2969 2970 2971