Table 1 Calculation methods and reference values of the indices in the ITO3dE model.

From: Coupling ITO3dE model and GIS for spatiotemporal evolution analysis of agricultural non-point source pollution risks in Chongqing in China

Dimension

Index

Calculation method

Reference value

Source of reference value

Direction of index

Input dimension (A1)

I1

Chemical fertilizer use intensity per unit of farmland area

250 kg ha

Building indicators of national ecological town/ county/ city/ province

Positive

I2

Pesticide use intensity per unit of farmland area

2.5 kg ha

Internationally recognized secure usage level

Positive

I3

Calculating the livestock pollution load ratio, the deficiency ratio of environmentally protective facilities for large-scale breeding, and the ratio of large-scale breeding to small-scale breeding by the Nemerrow index23 environmental quality comprehensive evaluation method

Positive

Translate dimension (A2)

I4

Simplified calculation method of R value, proposed by Zhou et al.58

100 J cm ha h

Provisional regulations of ecological function zoning

Positive

I5

Calculating the index by a 7 × 7 window through ArcGIS neighborhood statistics

50

Provisional regulations of ecological function zoning

Positive

I6

Calculating the K values (soil erodibility) of various land use types based on previous related research and the second overall soil examination results of Chongqing59

Grading standard in provisional regulations of ecological function zoning

Positive

I7

Calculating the index according to the grading standard of soil erodibility classification by combining with farmland data and slope data

Field slope of 15°

Grading standard of soil erodibility classification

Positive

I8

Calculating the index by the spatial distance analysis function in GIS, based on the data of three-level above rivers and lakes in the study area

1500 m

Existing literature and document 60

Negative

Output dimension (A3)

I9

Calculating the index by computing pollution indices of COD, NH3-N, and TP, using the Nemerow index

Positive

I10

The ratio of overall runoff generation modulus to regional runoff generation modulus in the study area

61.95

Long-term average value during 2005–2015 in Chongqing

Negative

I11

Calculating the index according to the lake and reservoir density and the river density according to the ecological environment status evaluation61

0.025 km^2 km^-2 and 0.404 km km^-2 are the reference values of the lake and reservoir density and the river density respectively

Long-term average value during 2005–2015 in Chongqing

Negative

I12

Proportion of paddy field area in farmland area

0.3339

Long-term average value during 2005–2015 in Chongqing

Negative