Comparison of IDW, cokriging and ARMA for predicting spatiotemporal variability of soil salinity in a gravel–sand mulched jujube orchard

Zhao, Weijun; Cao, Taohong; Li, Zongli; Sheng, Jie

doi:10.1007/s10661-019-7499-8

Cited by 17 publications

(8 citation statements)

References 42 publications

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“…It assumes that each simulated value is affected by the distance of the sampling point, and the influence on that sampling point decreases as the distance increases (Hammam and Mohamed, 2020). IDW interpolation is especially suitable for a uniform and dense distribution of sampling points (Zhao et al, 2019;Sheng et al, 2020). Thus, 140 soil samples were collected from 0-20 cm depth (Figure 1).…”

Section: Digital Elevation Model and Spatial Distribution Of Soil Sal...mentioning

confidence: 99%

Examining the expansion of Spartina alterniflora in coastal wetlands using an MCE-CA-Markov model

Yan

Xie

et al. 2022

Front. Mar. Sci.

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The spread of Spartina alterniflora (smooth cordgrass) has put biodiversity and ecosystem function at risk since it was introduced to China just a few decades ago. A better understanding of how the range of S. alterniflora will expand in the future will help manage the invasion of this species in coastal wetlands. However, it is difficult to model the future extent of Spartina saltmarshes in China. To address this issue, we combined multi criteria evaluation with traditional CA Markov model to provide robust forecasting of the spatial expansion of S. alterniflora for the next ten years, at Dafeng Milu National Nature Reserve, Jiangsu, China. Our results showed that, compared with the interpretation results of high-resolution remote sensing images in 2020, the kappa coefficient of verification accuracy was 82.63%, indicating that the MCE-CA-Markov model has good prediction results. Therefore, the model can forecast the expansion process of S. alterniflora over the next ten years. The model predicts that the area of S. alterniflora continued to decrease from 910.25 ha in 2020 to 881.21 ha in 2030. The spatial distribution of S. alterniflora has been decreasing on the landward side while it has been expanding towards the sea on the seaward side. This study provides some suggestions for effective management and control of invasive species, which could be important for wetland biodiversity conservation and resource management.

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Section: Digital Elevation Model and Spatial Distribution Of Soil Sal...mentioning

confidence: 99%

Examining the expansion of Spartina alterniflora in coastal wetlands using an MCE-CA-Markov model

Yan

Xie

et al. 2022

Front. Mar. Sci.

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“…Gravel mulching has also been conducted for at least 300 years in the arid region of northwestern China 9 . Several field trials have shown that gravel mulching can intercept and store rainfall 10 – 12 , increase evaporation resistance and reduce evaporation from the soil surface 13 , 14 , improve the soil water retention capacity 15 , reduce the accumulation of surface salt 16 , influence the microbial community composition and function 17 , 18 , increase dry matter production 19 , 20 , and improve energy-use efficiency and economic benefits 21 . However, the mulching efficiency varies widely, depending on the characteristics of the mulch, including particle size 22 , gravel texture 7 , percent mulch coverage 23 , and gravel mulch color 24 .…”

Section: Introductionmentioning

confidence: 99%

Influence of coal gangue mulching with various thicknesses and particle sizes on soil water characteristics

Han

Dong

Geng

et al. 2021

Sci Rep

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Water availability seriously affects vegetation restoration in arid mining areas, and mulching is an effective way to improve soil water conditions. Coal gangue occupies large swathes of land resources, resulting in ecological fragility and various environmental problems. Despite coal gangue having mineral elements similar to those in soil, its potential function as a mulch for soil water conservation has been unclear. Herein, mulching on the surfaces of soil columns with 30 cm height and 15 cm inner diameter was conducted using coal gangue with four particle size ranges (0–0.5, 0.5–1, 1–2, and 2–4 cm) and four thicknesses (4, 8, 12, and 16 cm) under laboratory conditions to investigate water infiltration and evaporation under different conditions. The cumulative infiltration of the treatments with mulching thicknesses of 4 cm (T1), 8 cm (T2), 12 cm (T3), and 16 cm (T4) was 16.1%, 22.9%, 28.6%, and 41.6% greater than that of the control, respectively. The cumulative evaporation of the treatments with particle size ranges of 0–0.5 cm (P1), 0.5–1 cm (P2), 1–2 cm (P3), and 2–4 cm (P4) was 6.5%, 28.6%, 22.9%, and 18.6% lower than the control, respectively. Overall, to enhance the soil water storage capacity in mining areas, the results suggest that coal gangue mulching with a thickness of 8–16 cm and particle size range of 0.5–2 cm is suitable.

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“…Gravel mulching has also been conducted for at least 300 years in the arid region of northwestern China [12]. Several eld trials have shown that gravel mulching can intercept and store rainfall [13][14][15], increase evaporation resistance and reduce evaporation from the soil surface [16][17], improve the soil water retention capacity [18], decrease the accumulation of surface salt [19], in uence the microbial community composition and function [20][21], increase dry matter production [22][23], and improve energy-use e ciency and economic bene ts [24]. However, the mulching e ciency varies widely, depending on the characteristics of the mulch, including particle size [25], gravel texture [10], percent mulch coverage [26], and gravel mulch color [27].…”

Section: Introductionmentioning

confidence: 99%

Influence of Coal Gangue Mulching With Various Thicknesses and Particle Sizes on Soil Water Characteristics

Han

Dong

Geng

et al. 2021

Preprint

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Water availability seriously affects vegetation restoration in arid mining areas, and mulching is an effective way to improve soil water conditions. Coal gangue occupies large swathes of land resources, resulting in ecological fragility and various environmental problems. Despite coal gangue having mineral elements similar to those in soil, its potential function as a mulch for soil water conservation has been unclear. Herein, mulching on the surfaces of soil columns was conducted using four particle size ranges and four thicknesses under laboratory conditions to investigate water infiltration and evaporation under different conditions. Apart from the treatments with particle size of 0–0.5 cm, the remaining mulch treatments with 16 cm thickness involved greater infiltration and lower evaporation. Therefore, we recommend a 16 cm-thick mulch treatment as the preferred mulching style. Treatments with a particle size of 0–0.5 cm and those with 4-cm thickness are not suggested due to their lower infiltration and higher evaporation characteristics. Overall, to enhance the soil water storage capacity in mining areas, the results suggest that mulching coal gangue with particle size exceeding 0.5 cm and a thickness exceeding 8 cm is suitable.

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Comparison of IDW, cokriging and ARMA for predicting spatiotemporal variability of soil salinity in a gravel–sand mulched jujube orchard

Cited by 17 publications

References 42 publications

Examining the expansion of Spartina alterniflora in coastal wetlands using an MCE-CA-Markov model

Examining the expansion of Spartina alterniflora in coastal wetlands using an MCE-CA-Markov model

Influence of coal gangue mulching with various thicknesses and particle sizes on soil water characteristics

Influence of Coal Gangue Mulching With Various Thicknesses and Particle Sizes on Soil Water Characteristics

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