An integrated budget calculation model for environmental geological mapping

As a cornerstone of national geological endeavors, environmental geological mapping requires scientifically rigorous budgeting standards to enhance resource allocation efficiency and ensure survey quality. This study establishes a multidimensional budget calculation model tailored for 1:50,000 environmental geological mapping, integrating the cost-quota theory, which links resource inputs to standardized work units, within a structured four-phase methodology comprising data collection, quota determination, model development, and empirical validation. We extracted key productivity metrics-such as work efficiency (e.g., a standardized group-day efficiency of 4.8 km²/day), personnel deployment, material consumption, equipment allocation, and transportation quotas-from 12,843 field logs provided by 16 national survey teams. The model applies fundamental engineering economics principles ("quantity-price-cost") underpinned by cost-quota theory to compute theoretical budget values, which are further refined through a dual-dimensional adjustment mechanism incorporating geological complexity (coefficients ranging from 1.0 to 1.5) and regional cost coefficients. Empirical validation shows that the proposed model reduces budget deviations to below 3% (specifically 2.1%, 1.7%, and 2.5% across three distinct geological settings), markedly surpassing traditional budgeting approaches. This study offers a scalable and scientifically grounded framework for budget management in geological surveys, with substantial practical implications for optimizing fiscal resource allocation and promoting standardization within the industry.

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Publication Details

Journal
Scientific Reports
Published
2026-03-03
DOI
https://doi.org/10.1038/s41598-026-42327-z
Primary Topic
Geological Modeling and Analysis
Type
article
Field-Weighted Citation Impact
0.00

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article

An integrated budget calculation model for environmental geological mapping

Chunyan Cao, Shuai Zhong, Mingqi Tao, Gan Luo et al.
Scientific Reports
Geological Modeling and Analysis
article

An integrated budget calculation model for environmental geological mapping

Chunyan Cao, Shuai Zhong, Mingqi Tao, Gan Luo, Wanyi Zhang
article en

Abstract

As a cornerstone of national geological endeavors, environmental geological mapping requires scientifically rigorous budgeting standards to enhance resource allocation efficiency and ensure survey quality. This study establishes a multidimensional budget calculation model tailored for 1:50,000 environmental geological mapping, integrating the cost-quota theory, which links resource inputs to standardized work units, within a structured four-phase methodology comprising data collection, quota determination, model development, and empirical validation. We extracted key productivity metrics-such as work efficiency (e.g., a standardized group-day efficiency of 4.8 km²/day), personnel deployment, material consumption, equipment allocation, and transportation quotas-from 12,843 field logs provided by 16 national survey teams. The model applies fundamental engineering economics principles ("quantity-price-cost") underpinned by cost-quota theory to compute theoretical budget values, which are further refined through a dual-dimensional adjustment mechanism incorporating geological complexity (coefficients ranging from 1.0 to 1.5) and regional cost coefficients. Empirical validation shows that the proposed model reduces budget deviations to below 3% (specifically 2.1%, 1.7%, and 2.5% across three distinct geological settings), markedly surpassing traditional budgeting approaches. This study offers a scalable and scientifically grounded framework for budget management in geological surveys, with substantial practical implications for optimizing fiscal resource allocation and promoting standardization within the industry.

Scientific Reports
China Geological Survey (CN), Institute of Geographic Sciences and Natural Resources Research (CN)
National Natural Science Foundation of China, China Geological Survey
Climate action
Openalex Percentile: Top 41%
Geological Modeling and Analysis
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An integrated budget calculation model for environmental geological mapping — Chunyan Cao, Shuai Zhong, et al. · Scientific Reports (2026) | TGRS Research Map | TGRS