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. 2025 Aug 22;15:30981. doi: 10.1038/s41598-025-16748-1

Table 1.

Water ecological security evaluation system for the YRD region.

Objective Layer System Layer Indicator Name Unit Indicator Description Attribute
Water Ecological Safety in the Yangtze River Delta Water resource security Per capita water resources (X1) m³/person Reflects population security level of water resources Positive
Water supply-demand balance rate (X2) Represents matching degree of water supply and demand Positive
Precipitation (X3) mm Measures natural replenishment level of regional water resources Positive
Total surface water supply (X4) 10⁸ m³ Reflects development scale of surface water resources Positive
Water environment safety Chemical oxygen demand (COD) emissions (X5) 10⁴ tons Indicates pollutant load intensity in the water environment Negative
Fertilizer application per unit sown area (X6) t/ha Reveals potential risks of agricultural non-point source pollution Negative
Daily urban sewage treatment capacity (X7) 10⁴ m³ Reflects construction level of urban sewage treatment facilities Positive
Industrial pollution control investment (X8) 10⁴ CNY Indicates efforts in industrial pollution prevention and control Positive
Water ecosystem health Built-up area green coverage rate (X9) % Measures the quality of urban ecological space construction Positive
Forest coverage rate (X10) % Represents functional level of regional ecological barriers Positive
Total ecological water allocation (X11) 10⁸ m³ Reflects the guarantee level of basic ecosystem water demand Negative
Sulfur dioxide (SO₂) emissions (X12) 10⁴ tons Indicates compound impacts of air pollution on aquatic ecosystems Negative
Economic benefit management Water consumption per 10⁴ CNY GDP (X13) Reflects economic efficiency of water resource utilization Negative
Per capita water consumption (X14) m³/person Indicates water-saving intensity in residential water use Negative
The proportion of tertiary industry added value (X15) % Demonstrates industrial structure’s regulatory effect on water resource pressure Positive
The irrigated area as a percentage of the sown area (X16) % Reflects agricultural water efficiency and application of water-saving technologies Negative