[HTML][HTML] Utilizing machine learning and CMIP6 projections for short-term agricultural drought monitoring in central Europe (1900–2100)

S Mohammed, S Arshad, F Alsilibe, MFU Moazzam… - Journal of …, 2024 - Elsevier
Water availability for agricultural practices is dynamically influenced by climatic variables,
particularly droughts. Consequently, the assessment of drought events is directly related to …

[HTML][HTML] Navigating water and nitrogen practices for sustainable wheat production by model-based optimization management systems: A case study of China and …

SJ Leghari, W Han, AA Soomro, MR Shoukat… - Agricultural Water …, 2024 - Elsevier
Water and fertilizer losses have often affected wheat yield per unit area in China and
Pakistan. The 2-year field experiments were conducted at six research stations. The …

Assessment of Advanced Machine and Deep Learning Approaches for Predicting CO2 Emissions from Agricultural Lands: Insights Across Diverse Agroclimatic Zones

E Harsányi, M Mirzaei, S Arshad, F Alsilibe… - Earth Systems and …, 2024 - Springer
Prediction of carbon dioxide (CO2) emissions from agricultural soil is vital for efficient and
strategic mitigating practices and achieving climate smart agriculture. This study aimed to …

[HTML][HTML] Evaluating machine learning performance in predicting sodium adsorption ratio for sustainable soil-water management in the eastern Mediterranean

S Mohammed, S Arshad, B Bashir, B Ata… - Journal of …, 2024 - Elsevier
Soil salinization is a critical global issue for sustainable agriculture, impacting crop yields
and posing a threat to achieving the Sustainable Development Goal (SDG) of ensuring food …

Regional characterization of meteorological and agricultural drought in Baluchistan province, Pakistan

M Rafiq, Y Cong Li, G Rahman, K Sohail, K Khan… - Plos one, 2024 - journals.plos.org
Drought is a complex natural hazard that occurs when a region experiences a prolonged
period of dry conditions, leading to water scarcity and negative impacts on the environment …

[HTML][HTML] Random forest-based analysis of land cover/land use LCLU dynamics associated with meteorological droughts in the desert ecosystem of Pakistan

Z Faheem, JH Kazmi, S Shaikh, S Arshad… - Ecological …, 2024 - Elsevier
Dry land ecosystems extend over 40% of the Earth, supporting an estimated 3 billion human
population. Thus, quantifying LCLU changes in such ecosystems is essential for achieving …

Seasonal dynamics in land surface temperature in response to land use land cover changes using Google Earth Engine

L Feng, S Hussain, NG Pricope… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Changes in land use and land cover (LULC) are critical for evaluating global spatiotemporal
trends, especially regarding climate change and urbanization. This study investigates the …

[HTML][HTML] Predictive Modeling of soil salinity integrating remote sensing and soil variables: An ensembled deep learning approach

S Arshad, JH Kazmi, E Harsányi, F Nazli, W Hassan… - Energy Nexus, 2025 - Elsevier
Accurate predictions of soil salinity can significantly contribute to achieving the UN-
Sustainable Development Goal (SDG-2) of ensuring 'zero hunger.'From this perspective, the …

Rural roadways and regional sustenance: assessing the spatial dynamics of transportation infrastructure on food insecurity in Pakistan and its provinces

Abdullah, Z Wang - Environment, Development and Sustainability, 2024 - Springer
Despite substantial progress in addressing undernutrition, the lack of regular access to
adequate food remains a major concern for millions in Pakistan. This study explores the …

Integrating Maize Yield and Agricultural Drought Analysis for Sustainable Food Security: A Provincial Study in South Africa (1993–2022)

TV Letswamotse, S Arshad, B Bashir… - Food and Energy …, 2024 - Wiley Online Library
Extreme climatic events, such as droughts, hinder progress toward achieving the
sustainable development goal of food security. South Africa is vulnerable to drought‐related …