How the variations of terrain factors affect the optimal interpolation methods for multiple types of climatic elements?

Guo, Bing; Yang, Fei; Wu, Hongwei; Zhang, Rui; Zang, Wenqian; Wei, Cuixia; Jiang, Guangmao; Meng, Chao; Zhao, Huihui; Zhen, Xiaoyan; Zhang, Dafu; Zhang, Hailing

doi:10.1007/s12145-021-00609-2

Cited by 14 publications

(4 citation statements)

References 19 publications

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“…Indeed, the use of the spline method for water quality spatial analysis has been verified by numerous scientists. Guo et al [ 62 ] investigated the five typical spatial interpolation methods, namely kriging, natural neighborhood, IDW, spline and trend surface, and found that the IDW and spline methods are appropriate for platform and small undulating areas. The national neighbor method and spline method provided the most accurate estimates of nitrates in the aquifer in the Qazvin plain [ 63 ].…”

Section: Resultsmentioning

confidence: 99%

Vulnerability to Nitrate Occurrence in the Spring Waters of the Sila Massif (Calabria, Southern Italy)

Infusino

Guagliardi

Gaglioti

et al. 2022

Toxics

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Knowledge of spring waters’ chemical composition is paramount for both their use and their conservation. Vast surveys at the basin scale are required to define the nature and the location of the springs and to identify the hydrochemical facies of their aquifers. The present study aims to evaluate the hydrochemical facies and the vulnerability to nitrates of 59 springs falling in the Sila Massif in Calabria (southern Italy) and to identify their vulnerability through the analysis of physicochemical parameters and the use of the Langelier–Ludwig diagram. A spatial analysis was performed by the spline method. The results identified a mean value of 4.39 mg NO3−/L and a maximum value of 24 mg NO3−/L for nitrate pollution in the study area. Statistical analysis results showed that the increase in electrical conductivity follows the increase in alkalinity values, a correlation especially evident in the bicarbonate Ca-Mg waters and linked to the possibility of higher nitrate concentrations in springs. These analyses also showed that nitrate vulnerability is dependent on the geological setting of springs. Indeed, the Sila igneous–metamorphic batholith, often strongly affected by weathering processes, contributes to not buffering the nitrate impacts on aquifers. Conversely, anthropogenic activities, particularly fertilization practices, are key factors in groundwater vulnerability.

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Section: Resultsmentioning

confidence: 99%

Vulnerability to Nitrate Occurrence in the Spring Waters of the Sila Massif (Calabria, Southern Italy)

Infusino

Guagliardi

Gaglioti

et al. 2022

Toxics

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“…LST changes are significantly influenced by spatial factors, particularly altitude and topography 50 , 51 . Ignoring these spatial attributes can lead to avoidable losses in measurement precision 52 .…”

Section: Discussionmentioning

confidence: 99%

“…Cloud-Covered Filling LST changes are significantly influenced by spatial factors, particularly altitude and topography. 50,51 Ignoring these spatial attributes can lead to avoidable losses in measurement precision. 52 To mitigate this, an efficient data-filling method is introduced, which combines both temporal and spatial correlations.…”

Section: Real Cloud Simulation Validationmentioning

confidence: 99%

Analyzing land surface temperature changes in the Danjiang River Basin: a MODIS-based reconstruction and assessment before and after the middle route of the South-to-North Water Diversion Project

Guo,

Wang,

Peng

2024

J. Appl. Rem. Sens.

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Land surface temperature (LST) serves as a crucial parameter in scientific investigations pertaining to resource management, climate change, and terrestrial ecosystems. The implementation of large-scale water conservancy projects influences the water areas of the water source, thereby affecting regional climate, vegetation, and consequently, the LST. At present, widely used moderate resolution imaging spectroradiometer temperature products often exhibit data loss or distortion due to atmospheric interference or technical challenges. We introduce an advanced interpolation of the mean anomaly method, grounded in the digital elevation model, to address these missing values. Moreover, we utilize indicators such as temperature difference (TD) and project effect change intensity (PECI) to scrutinize the influence of the aforementioned water diversion project on the study area's LST. Our findings indicate that: (1) The R 2 values for the improved interpolation of mean anomalies based on the digital elevation model method for LST reconstruction consistently exceed 0.902, demonstrating higher accuracy in regions with significant elevation differences, especially during nighttime. (2) The TD is correlated with the proximity and size of water bodies. (3) The PECI is notably higher during wet seasons and nighttime. There is a minimal variation in the prevalence of extremely strong impact areas across different periods. (4) Subsequent to the middle route of the South-to-North Water Diversion Project, both warming and cooling effects have been observed in the study area. Notably, the direction of the warming effect is divergent in the northern mountainous regions compared with the central and southern plains.

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“…The overall cost time from CRHSs to commercial facilities was obtained by using the OD cost matrix analysis in ArcGIS network analysis, and then the accessibility distribution from the overall CRHSs to commercial facilities was generated by using the ArcGIS inverse distance weighting interpolation method. The inverse distance weight [60,61] uses a linear combination of a set of sampling points to determine pixel values. The formulae are as follows:…”

Section: Network Analysismentioning

confidence: 99%

Spatial Layout and Coupling of Urban Cultural Relics: Analyzing Historical Sites and Commercial Facilities in District III of Shaoxing

Zhang

Dai

et al. 2021

Sustainability

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Exploring the spatial coupling relationship between cultural relics and historic sites and their surroundings can provide reasonable suggestions for the layout and development of commercial facilities and hold crucial significance for improving the management and maintenance of cultural relics and historical sites, as well as enhancing their attractiveness to the public. We chose District III of Shaoxing City as the research area based on the point of interest and road network data. This study analyzed the scale and accessibility of cultural relics and historic sites (CRHSs) as well as their surrounding commercial facilities, and then objectively evaluated their spatial layout and coupling relationship by employing kernel density estimation, standard deviation ellipse, network analysis, inverse distance weight and the spatial correlation analysis method. The results show that: (1) from the perspective of spatial layout, the distribution of CRHSs has a positive and strong correlation with the distribution of road networks; (2) there are noticeable variations in the number of industrial facilities surrounding various CRHSs, closely related to the protection grade of CRHSs; (3) the accessibility of commercial facilities surrounding CRHS varies significantly—commercial facilities surrounding CRHSs located within central District III of Shaoxing City have good accessibility, whereas those of the peripheral areas have comparatively poor accessibility; and (4) the accessibility of commercial facilities surrounding CRHSs in different administrative districts varies, showing an extremely uneven pattern.

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How the variations of terrain factors affect the optimal interpolation methods for multiple types of climatic elements?

Cited by 14 publications

References 19 publications

Vulnerability to Nitrate Occurrence in the Spring Waters of the Sila Massif (Calabria, Southern Italy)

Vulnerability to Nitrate Occurrence in the Spring Waters of the Sila Massif (Calabria, Southern Italy)

Analyzing land surface temperature changes in the Danjiang River Basin: a MODIS-based reconstruction and assessment before and after the middle route of the South-to-North Water Diversion Project

Spatial Layout and Coupling of Urban Cultural Relics: Analyzing Historical Sites and Commercial Facilities in District III of Shaoxing

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