The future of agricultural lands under the combined influence of shared socioeconomic pathways and urban expansion by 2050

Abstract

CONTEXT

Food security is increasingly at risk due to rising demand, unprecedented population growth, and challenges such as climate change and urbanization. Consequently, modeling the combined effects of climate change and land conversion on agricultural lands is of strategic importance.

OBJECTIVE

This study simulates the combined effects of climate change and urban expansion on agricultural lands in western Iran, a region recognized as the food basket of the country.

METHODS

Land use maps for the past 30 years (1990–2020) were generated using Google Earth Engine and a scene-based approach. Urban expansion was simulated using the combination of multilayer perceptron, Markov chain and cellular automata. Data between 2000 and 2010 were used for calibration and data between 2010 and 2020 were used for validation. Subsequently, urban expansion by the year 2050 was simulated. To explore the influence of climate change, three climate models from the general circulation models were evaluated using mean absolute error, mean bias error, and root mean square error. The effects of precipitation deficiency on rainfed farming were investigated through three shared socioeconomic pathways (SSPs): SSP1–2.6, SSP2–4.5, and SSP3–7.0.

RESULTS AND CONCLUSIONS

Land use maps were generated with overall accuracies ranging from 93 % to 96 %, while the urban expansion model demonstrated an accuracy of 85 %, as determined by the area under the curve. Simulated maps showed figure of merit and producer accuracy values of 63 % and 67 %, respectively. Urban areas expanded by 110 % between 1990 and 2020, with a projected 78 % increase between 2020 and 2050, resulting in the loss of 71 km² of agricultural land. Rainfed farming losses are projected to be insignificant by 2030 and 2040. However, by 2050, losses are estimated to range from 168 to 790 km² in the SSP1–2.6 scenario, 260 to 865 km² in SSP2–4.5, and 135 to 733 km² in SSP3–7.0, depending on precipitation thresholds of 250 mm and 300 mm.

SIGNIFICANCE

The study shows that while climate change can damage agricultural lands on a broad scale, urban expansion threatens high-quality irrigated and garden lands, posing serious risks to food security and sustainability. These insights are valuable for governments and decision-makers assessing the future risks posed by climate change and land conversion to agricultural lands.