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12 pages, 660 KiB  
Article
Non-Local Problems for the Fractional Order Diffusion Equation and the Degenerate Hyperbolic Equation
by Menglibay Ruziev, Roman Parovik, Rakhimjon Zunnunov and Nargiza Yuldasheva
Fractal Fract. 2024, 8(9), 538; https://doi.org/10.3390/fractalfract8090538 (registering DOI) - 16 Sep 2024
Abstract
This research explores nonlocal problems associated with fractional diffusion equations and degenerate hyperbolic equations featuring singular coefficients in their lower-order terms. The uniqueness of the solution is established using the energy integral method, while the existence of the solution is equivalently reduced to [...] Read more.
This research explores nonlocal problems associated with fractional diffusion equations and degenerate hyperbolic equations featuring singular coefficients in their lower-order terms. The uniqueness of the solution is established using the energy integral method, while the existence of the solution is equivalently reduced to solving Volterra integral equations of the second kind and a fractional differential equation. The study focuses on a mixed domain where the parabolic section aligns with the upper half-plane, and the hyperbolic section is bounded by two characteristics of the equation under consideration and a segment of the x-axis. By utilizing the solution representation of the fractional-order diffusion equation, a primary functional relationship is derived between the traces of the sought function on the x-axis segment from the parabolic part of the mixed domain. An explicit solution form for the modified Cauchy problem in the hyperbolic section of the mixed domain is presented. This solution, combined with the problem’s boundary condition, yields a fundamental functional relationship between the traces of the unknown function, mapped to the interval of the equation’s degeneration line. Through the conjugation condition of the problem, an equation with fractional derivatives is obtained by eliminating one unknown function from two functional relationships. The solution to this equation is explicitly formulated. For a specific solution of the proposed problem, visualizations are provided for various orders of the fractional derivative. The analysis demonstrates that the derivative order influences both the intensity of the diffusion (or subdiffusion) process and the shape of the wave front. Full article
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<p>Graphs of functions for <math display="inline"><semantics> <mrow> <mi>δ</mi> <mfenced open="(" close=")"> <mi>x</mi> </mfenced> <mo>=</mo> <msup> <mrow> <mi>x</mi> </mrow> <mstyle scriptlevel="0" displaystyle="true"> <mfrac> <mn>3</mn> <mn>2</mn> </mfrac> </mstyle> </msup> <msup> <mrow> <mfenced separators="" open="(" close=")"> <mn>1</mn> <mo>−</mo> <mi>x</mi> </mfenced> </mrow> <mstyle scriptlevel="0" displaystyle="true"> <mfrac> <mn>3</mn> <mn>2</mn> </mfrac> </mstyle> </msup> </mrow> </semantics></math>: (<b>a</b>) <math display="inline"><semantics> <mrow> <mi>τ</mi> <mfenced open="(" close=")"> <mi>x</mi> </mfenced> </mrow> </semantics></math>; (<b>b</b>) <math display="inline"><semantics> <mrow> <mi>ν</mi> <mfenced open="(" close=")"> <mi>x</mi> </mfenced> </mrow> </semantics></math>.</p>
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<p>Graphs of the solution of Problem B for <math display="inline"><semantics> <mrow> <mi>m</mi> <mo>=</mo> <mn>1.5</mn> </mrow> </semantics></math> and different values of <math display="inline"><semantics> <mi>γ</mi> </semantics></math>: (<b>a</b>) <math display="inline"><semantics> <mrow> <mi>γ</mi> <mo>=</mo> <mn>1</mn> </mrow> </semantics></math>; (<b>b</b>) <math display="inline"><semantics> <mrow> <mi>γ</mi> <mo>=</mo> <mn>0.8</mn> </mrow> </semantics></math>; (<b>c</b>) <math display="inline"><semantics> <mrow> <mi>γ</mi> <mo>=</mo> <mn>0.6</mn> </mrow> </semantics></math>; (<b>d</b>) <math display="inline"><semantics> <mrow> <mi>γ</mi> <mo>=</mo> <mn>0.4</mn> </mrow> </semantics></math>.</p>
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19 pages, 20807 KiB  
Article
Thickness and Structure of Permafrost in Oil and Gas Fields of the Yamal Peninsula: Evidence from Shallow Transient Electromagnetic (sTEM) Survey
by Natalya Misyurkeeva, Igor Buddo, Ivan Shelokhov, Alexander Smirnov, Alexey Nezhdanov and Yuri Agafonov
Water 2024, 16(18), 2633; https://doi.org/10.3390/w16182633 - 16 Sep 2024
Abstract
The Yamal-Nenets Autonomous District, especially the Yamal Peninsula located in the permafrost zone, stores Russia’s largest oil and gas resources. However, development in the area is challenging because of its harsh climate and engineering–geological features. Drilling in oil and gas fields in permafrost [...] Read more.
The Yamal-Nenets Autonomous District, especially the Yamal Peninsula located in the permafrost zone, stores Russia’s largest oil and gas resources. However, development in the area is challenging because of its harsh climate and engineering–geological features. Drilling in oil and gas fields in permafrost faces problems that are fraught with serious accident risks: soil heaving leading to the collapse of wellheads and hole walls, deformation and breakage of casing strings, gas seeps or explosive emissions, etc. In this respect, knowledge of the permafrost’s structure is indispensable to ensure safe geological exploration and petroleum production in high-latitude regions. The extent and structure of permafrost in West Siberia, especially in its northern part (Yamal and Gydan Peninsulas), remain poorly studied. More insights into the permafrost’s structure have been obtained by a precise sTEM survey in the northern Yamal Peninsula. The sTEM soundings were performed in a large oil and gas field where permafrost is subject to natural and anthropogenic impacts, and its degradation, with freezing–thawing fluctuations and frost deformation, poses risks to exploration and development operations, as well as to production infrastructure. The results show that permafrost in the western part of the Yamal geocryological province is continuous laterally but encloses subriver and sublake unfrozen zones (taliks) and lenses of saline liquid material (cryopegs). The total thickness of perennially frozen rocks is 200 m. The rocks below 200 m have negative temperatures but are free from pore ice. Conductive features (<10 Ohm﮲m) traceable to the permafrost base may represent faults that act as pathways for water and gas fluids and, thus, can cause a geohazard in the oil and gas fields (explosion of frost mounds, gas blow during shallow drilling, etc.). Full article
(This article belongs to the Special Issue The Latest Research in Permafrost Hydrology)
21 pages, 13066 KiB  
Article
The Influence of Morphological Elements of Urban Gated Communities on Road Network Connectivity: A Study of 120 Samples of the Central Districts of Jinan, China
by Xinxin Hao, Jilong Zhao, Qingtan Deng, Siyu Wang, Canyi Che and Yuxiang Chen
Sustainability 2024, 16(18), 8095; https://doi.org/10.3390/su16188095 (registering DOI) - 16 Sep 2024
Abstract
Currently, the dominant gated communities (GCs) in Chinese cities have fragmented the urban road network, causing traffic congestion, energy consumption, carbon emissions, and environmental pollution. The morphological elements of GCs are key factors affecting road network connectivity. This paper aimed to explore the [...] Read more.
Currently, the dominant gated communities (GCs) in Chinese cities have fragmented the urban road network, causing traffic congestion, energy consumption, carbon emissions, and environmental pollution. The morphological elements of GCs are key factors affecting road network connectivity. This paper aimed to explore the influence of the morphological elements of GCs on road network connectivity, to provide a quantitative basis for the evaluation and renovation of the connectivity of GCs, and to provide insights for urban planning and policy. This paper quantitatively analyzed the connectivity of GCs using 120 samples from the central districts of Jinan, China. Morphological elements were the independent variables, while route directness (RD) and the network distance (D) to the nearest entrance were the dependent variables. RD measured the internal connectivity, and D measured the connectivity between the internal and external road networks of GCs. GIS was used to measure RD and D, and SPSS was used to conduct a correlation analysis to identify significant variables. Multiple linear regression and LASSO regression were used to test the influence of these factors on RD and D. LASSO regression was employed to construct prediction models for RD and D. We found that intersection density had the greatest impact on RD, while the number of entrances and exits, and the scale of GCs, had the greatest impact on D. Using thresholds of D = 250 and RD = 1.3, the four types of GCs were classified and corresponding renovation measures were proposed. Full article
(This article belongs to the Collection Urban Street Networks and Sustainable Transportation)
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<p>The 120 gated communities in central districts of Jinan.</p>
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<p>Intersection form of the road network in a gated community.</p>
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<p>(<b>a</b>) Route directness; (<b>b</b>) shortest network distance to the nearest entrance.</p>
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<p>Flowchart of this work.</p>
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<p>Analysis of correlations between morphological elements and RD based on Pearson’s correlation coefficient.</p>
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<p>Analysis of correlations between morphological elements and D based on Pearson’s correlation coefficient.</p>
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<p>The cross-validation for the Lasso model of RD. (<b>a</b>) MSE dependence on lambda. (<b>b</b>) Coefficient path dependence on lambda.</p>
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<p>The cross-validation for the Lasso model of D. (<b>a</b>) MSE dependence on lambda. (<b>b</b>) Coefficient paths dependence on lambda.</p>
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19 pages, 5719 KiB  
Article
Hydrogel Capacitors Based on MoS2 Nanosheets and Applications in Glucose Monitoring
by Yizhi Wang, Jinwen Zhang, Yusen Zhang, Bing Wang, Yang Zhang and Hui Lin
Molecules 2024, 29(18), 4401; https://doi.org/10.3390/molecules29184401 - 16 Sep 2024
Abstract
Non-invasive/minimally invasive continuous monitoring of blood glucose and blood glucose administration have a high impact on chronic disease management in diabetic patients, but the existing technology is yet to achieve the above two purposes at the same time. Therefore, this study proposes a [...] Read more.
Non-invasive/minimally invasive continuous monitoring of blood glucose and blood glucose administration have a high impact on chronic disease management in diabetic patients, but the existing technology is yet to achieve the above two purposes at the same time. Therefore, this study proposes a microfluidic microneedle patch based on 3D printing technology and an integrated control system design for blood glucose measurement, and a drug delivery control circuit based on a 555 chip. The proposed method provides an improved preparation of a PVA-PEG-MoS2 nanosheet hydrogel, making use of its dielectric properties to fabricate a microcapacitor and then embedding it in a microfluidic chip. When MoS2 nanosheets react with interstitial liquid glucose (and during the calibration process), the permittivity of the hydrogel is changed, resulting in changes in the capacitance of the capacitor. By converting the capacitance change into the square-wave period change in the output of the 555 chip with the control circuit design accordingly, the minimally invasive continuous measurement of blood glucose and the controlled release of hypoglycemic drugs are realized. In this study, the cross-linking structure of MoS2 nanosheets in hydrogel was examined using infrared spectroscopy and scanning electron microscopy (SEM) methods. Moreover, the critical doping mass fraction of MoS2 nanosheets was determined to be 2% via the measurement of the dielectric constant. Meanwhile, the circuit design and the relationship between the pulse cycle and glucose concentration is validated. The results show that, compared with capacitors in series, the microcapacitors embedded in microfluidic channels can be connected in parallel to obtain better linearized blood glucose measurement results. Full article
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<p>FTIR spectrum of a PEG-PVA sample (control group: MoS<sub>2</sub>: 0%).</p>
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<p>FTIR spectrum of a PEG-PVA-MoS<sub>2</sub> sample (group 1: MoS<sub>2</sub>: 0.8%).</p>
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<p>FTIR spectrum of a PEG-PVA-MoS<sub>2</sub> sample (group 2: MoS<sub>2</sub>: 1.2%).</p>
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<p>FTIR spectrum of a PEG-PVA-MoS<sub>2</sub> sample (group 3: MoS<sub>2</sub>: 2%).</p>
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<p>FTIR spectrum features of the PEG-PVA-MoS<sub>2</sub> hydrogel for the four groups.</p>
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<p>SEM results: (<b>a</b>) cross-linking reaction of PVA-PEG (×5000 magnification); (<b>b</b>) image of PVA-PEG-MoS<sub>2</sub> (×20,000 magnification).</p>
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<p>Analyses of dielectric constant and dielectric loss.</p>
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<p>Changes in total capacitance in capacitors connected in series.</p>
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<p>Changes in total capacitance in capacitors connected in parallel.</p>
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<p>Relationship between capacitance changes and output signal periods of the 555 chip.</p>
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<p>Overall design methodology.</p>
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<p>Schematic design of the microneedle patch: (<b>a</b>) overall structure of the microneedle patch; (<b>b</b>) schematic of the extraction of interstitial fluid based on 3D-printed microneedles.</p>
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<p>Optimized preparation process.</p>
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<p>Microfluidic chip design: (<b>a</b>) annotation of liquid injection into the microfluidic chip; (<b>b</b>) microcapacitors embedded in the microfluidic channels; and (<b>c</b>) capacitive sensors based on PVA-PEG-MoS<sub>2</sub> nanosheet hydrogels.</p>
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<p>Design of the microfluidic chip capacitance–signal period conversion circuit based on the 555 chip.</p>
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<p>Block diagram of drug delivery control based on microneedles.</p>
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16 pages, 4134 KiB  
Article
Impact of Irrigation on Soil Water Balance and Salinity at the Boundaries of Cropland, Wasteland and Fishponds under a Cropland–Wasteland–Fishpond System
by Cuicui Yu, Haibin Shi, Qingfeng Miao, José Manuel Gonçalves, Xu Dou, Zhiyuan Hu, Cong Hou, Yi Zhao and Hua Zhang
Agronomy 2024, 14(9), 2110; https://doi.org/10.3390/agronomy14092110 - 16 Sep 2024
Abstract
In order to explore the effect of fishponds on soil water, salt transport and salinization in cropland wasteland, a study on soil water balance and salt distribution pattern in a cropland–wasteland–fishpond system was carried out in 2022–2023 in a typical study area selected [...] Read more.
In order to explore the effect of fishponds on soil water, salt transport and salinization in cropland wasteland, a study on soil water balance and salt distribution pattern in a cropland–wasteland–fishpond system was carried out in 2022–2023 in a typical study area selected from the Yichang Irrigation Area of the Hetao Irrigation District. A water balance model was established for the cropland–wasteland–fishpond system to analyze the effects of irrigation on soil salinity at the boundaries of the cropland, wasteland, and fishpond. The results showed that the lateral recharge from the cropland to the wasteland during spring irrigation in 2022 was 24 mm, the lateral recharge generated by fishponds to wasteland was 18 mm, and the lateral recharge from fishponds to fishpond boundaries was 34 mm. In the fertility period of 2023, the lateral recharge from cropland to wasteland was 15 mm, the lateral recharge from fishponds to wasteland was 9 mm, and the lateral recharge from fishponds to fishpond boundaries was 21 mm. Due to the low salinity content of fishpond water, it diluted the groundwater of the wasteland, and the soil salinity at the boundary between the wasteland and the fishpond was monitored. The data show that the soil salinity at the boundary of the fishpond was smaller than that of the wasteland, which indicates that the migration of fishpond water to the wasteland will not lead to an increase in the soil salinity of the wasteland, but rather to a decrease in the soil salinity of the wasteland. Fishpond regulation has a significant impact on soil and groundwater, and when the topographic conditions of the Hetao irrigation area allow, the model of cropland–wasteland–fishpond can be appropriately adopted to solve land degradation and increase the economic income of farmers; the results of the study provide a contribution for the improvement of the management of land use and soil salinization in the Hetao irrigation area. Full article
(This article belongs to the Special Issue Water Saving in Irrigated Agriculture: Series II)
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<p>Rainfall and temperature, 2022–2023.</p>
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<p>Diagram showing the distribution of the study area and sampling locations. (where A in the subplot represents cultivated land, B represents wasteland, and C represents the fishpond boundary).</p>
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<p>Physical properties of soil at typical sample sites in the study area.</p>
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<p>Groundwater bathymetry dynamics.</p>
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<p>Soil water storage between different land types.</p>
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<p>Calculation of water balance of cropland–wasteland–fishpond boundary in different periods.</p>
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<p>Salt content and desalination rate in different soil layers from 2022 to 2023.</p>
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<p>Soil ion content in the test area.</p>
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<p>PCA mapping between different land classes (where (<b>a</b>) represents cultivated land, (<b>b</b>) represents wasteland, and (<b>c</b>) represents fishponds, and different colors represent different samples).</p>
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<p>Groundwater chemistry Piper trilinear map.</p>
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21 pages, 1298 KiB  
Article
Seasonal Variability and Hydrological Patterns Influence the Long-Term Trends of Nutrient Loads in the River Po
by Edoardo Cavallini, Pierluigi Viaroli, Mariachiara Naldi, Mattia Saccò, Alessandro Scibona, Elena Barbieri, Silvia Franceschini and Daniele Nizzoli
Water 2024, 16(18), 2628; https://doi.org/10.3390/w16182628 - 16 Sep 2024
Abstract
This study investigates the long-term trends (1992–2022) of nitrogen and phosphorus loadings exported by the River Po to the Adriatic Sea, to better analyse how changes in hydrology are affecting the timing and magnitude of river nutrient loads. We used 30 years of [...] Read more.
This study investigates the long-term trends (1992–2022) of nitrogen and phosphorus loadings exported by the River Po to the Adriatic Sea, to better analyse how changes in hydrology are affecting the timing and magnitude of river nutrient loads. We used 30 years of monitoring data in order to (a) identify the main temporal patterns and their interactions at a decadal, annual and seasonal scale, (b) estimate precipitation effects on load formation and evaluate whether and to which extent the hydrological regime affects nutrient export across the years and (c) analyse the nutrient export regime at a monthly scale and the main transport dynamic of N and P chemical species (hydrological vs. biogeochemical control). The long-term analysis shows a general decrease of both P and N loadings, but the trends are different between the elements and their chemical species, as well as undergoing different seasonal variations. We found a statistically significant relationships between precipitation and loads, which demonstrates that precipitation patterns drive the exported load at the intra- and interannual time scales considered in this study. Precipitation-induced load trends trigger seasonal changes in nutrient deliveries to the sea, peaking in spring and autumn. The nitrogen decrease is mainly concentrated in the summer dry period, while total phosphorus diminishes mainly in spring and autumn. This mismatch of N and P results in variable molar N:P ratios within the year. The effects of extreme drought and flood events, along with the progressive decrease in the snowmelt contribution to water fluxes, are expected to exacerbate the variability in the N and P loadings, which in turn is expected to perturbate the biodiversity, food webs and trophic state of the Northern Adriatic Sea. Full article
35 pages, 2977 KiB  
Review
Gene Expression Regulation and the Signal Transduction of Programmed Cell Death
by Saqirile, Yuxin Deng, Kexin Li, Wenxin Yan, Ke Li and Changshan Wang
Curr. Issues Mol. Biol. 2024, 46(9), 10264-10298; https://doi.org/10.3390/cimb46090612 (registering DOI) - 16 Sep 2024
Abstract
Cell death is of great significance in maintaining tissue homeostasis and bodily functions. With considerable research coming to the fore, it has been found that programmed cell death presents in multiple modalities in the body, which is not only limited to apoptosis, but [...] Read more.
Cell death is of great significance in maintaining tissue homeostasis and bodily functions. With considerable research coming to the fore, it has been found that programmed cell death presents in multiple modalities in the body, which is not only limited to apoptosis, but also can be divided into autophagy, pyroptosis, ferroptosis, mitotic catastrophe, entosis, netosis, and other ways. Different forms of programmed cell death have disparate or analogous characteristics with each other, and their occurrence is accompanied by multiple signal transduction and the role of a myriad of regulatory factors. In recent years, scholars across the world have carried out considerable in-depth research on programmed cell death, and new forms of cell death are being discovered continually. Concomitantly, the mechanisms of intricate signaling pathways and regulators have been discovered. More critically, cancer cells tend to choose distinct ways to evade cell death, and different tumors adapt to different manners of death. Therefore, targeting the cell death network has been regarded as an effective tumor treatment strategy for a long time. The objective of our paper is to review the signaling pathways and gene regulation in several typical types of programmed cell death and their correlation with cancer. Full article
22 pages, 6099 KiB  
Article
Managing the Supply–Demand Mismatches and Potential Flows of Ecosystem Services in Jilin Province, China, from a Regional Integration Perspective
by Xinyue Jin, Jianguo Wang, Daping Liu, Shujie Li, Yi Zhang and Guojian Wang
Land 2024, 13(9), 1504; https://doi.org/10.3390/land13091504 - 16 Sep 2024
Abstract
Regional integration strategically reorganizes spatially heterogeneous resources to maximize the overall benefits. Ecosystem services (ESs) are promising targets for regional integration due to their inherent heterogeneity and mobility, yet research in this area remains limited. This study quantifies crop production (CP), water yield [...] Read more.
Regional integration strategically reorganizes spatially heterogeneous resources to maximize the overall benefits. Ecosystem services (ESs) are promising targets for regional integration due to their inherent heterogeneity and mobility, yet research in this area remains limited. This study quantifies crop production (CP), water yield (WY), carbon storage (CS), and habitat quality (HQ) for the years 2000, 2010, and 2020 using the InVEST model and identifies four ES bundles through a K-means cluster analysis. A conceptual ecosystem service flow (ESF) network at the service cluster scale is constructed based on county-level ESF data. The results reveal the following: (1) there is an upward trend in the ES budget for all services from 2000 to 2020, coupled with spatial mismatches between supply and demand; (2) deficit nodes for CP and CS services are concentrated in densely populated districts, while deficits in WY and HQ services are mainly in western Jilin Province; (3) Bundles I and II act as “sources” of ES, Bundle IV serves as a “sink”, and Bundle III is the only cluster with a CP surplus, balancing CP services across the province. In addition, this study provides ecological perspectives for understanding regional integration by suggesting differentiated integrated management for different ecosystem bundles. Full article
(This article belongs to the Special Issue Deciphering Land-System Dynamics in China)
12 pages, 1023 KiB  
Article
Insights into Population Status and Habitat Patches of Conservation Concern for the Endangered Indian Pangolin (Manis crassicaudata) in Nowshera District, Northwestern Pakistan
by Romaan Hayat Khattak, Shakeel Ahmad, Tahir Mehmood, Hongliang Dou, Haiyang Gao, Song Sun and Yan Hua
Biology 2024, 13(9), 727; https://doi.org/10.3390/biology13090727 - 16 Sep 2024
Abstract
The Indian pangolin (Manis crassicaudata) stands out among the four surviving species of Asian pangolins, being the sole species present in Pakistan and listed as endangered owing to trafficking and illicit commerce. In the present study, we explored the population status [...] Read more.
The Indian pangolin (Manis crassicaudata) stands out among the four surviving species of Asian pangolins, being the sole species present in Pakistan and listed as endangered owing to trafficking and illicit commerce. In the present study, we explored the population status of the Indian pangolin and the existing suitable habitats in Nowshera district, Pakistan. We employed the line transect method to confirm the species presence and subsequent population estimation. In a survey effort of 156 km2, a total of 56 signs of Indian pangolin were recorded within the research area. Amongst the 56 signs, 46 were burrows (living burrows (53.57%) and feeding burrows (28.57%)). Digging was observed nine (16.07%) times, along with one direct sighting (1.7%). Our results revealed a population estimate of only 29 pangolins in the Nowshera district, with a population density of 0.013 individuals/km2. Later, MaxEnt was applied to the species’ presence points, along with climatic and topographical variables. The MaxEnt model accuracy was good (AUC = 0.811). Of the total area studied, 210 km2 (12.01%) were highly suitable and 238 km2 (13.61%) were moderately suitable habitat for the Indian pangolin. To safeguard the fragile population and habitat of the Indian pangolin, we highly suggest strengthening watch and ward and law enforcement in the study area. By adopting a comprehensive approach that addresses both the direct threats to Indian pangolins and the underlying factors driving their decline, we can effectively protect this endangered species and ensure the preservation of its essential habitats for robust conservation. Full article
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<p>The ROC verification of distribution of suitable Indian pangolin habitat in the current study area.</p>
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<p>Response curves of the predictors for the presence of Indian pangolins in the research region. Note: The blue curves (two shades for categorical variables) reflect the mean +/− one standard deviation, whereas the red curves show the mean response of the five replicate MaxEnt runs. The Y-axis displays the predicted habitat suitability value (logistic output), and the X-axis displays the range of the environmental predictors.</p>
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<p>The Indian pangolin habitat suitability model’s regularized training gain of the variables tested.</p>
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11 pages, 1723 KiB  
Article
Dynamic Progression of Hypertension and Diabetes in the Democratic Republic of Congo from 2019 to 2023
by Karl B. Angendu, Pierre Z. Akilimali, Nguyen Toan Tran and Julien Magne
J. Clin. Med. 2024, 13(18), 5488; https://doi.org/10.3390/jcm13185488 - 16 Sep 2024
Abstract
Introduction: The Democratic Republic of Congo (DRC) does not have national prevalence data for arterial hypertension (HTN) or diabetes (type I and II combined) to aid evidence-based decision-making, despite the assumption of epidemiological transition in low- and middle-income countries. The aim of this [...] Read more.
Introduction: The Democratic Republic of Congo (DRC) does not have national prevalence data for arterial hypertension (HTN) or diabetes (type I and II combined) to aid evidence-based decision-making, despite the assumption of epidemiological transition in low- and middle-income countries. The aim of this study was to estimate a proxy of prevalence for HTN and diabetes. Methodology: This study used routine monthly reported data pertaining to HTN and diabetes from the District Health Information Software 2 (DHIS2), spanning 2019–2023. Data underwent quality assessment and adjustments using standardization before analysis. Equity analyses were carried out at the national and sub-national levels. Epidemiological curves and maps were produced to analyze trends in the prevalence of HTN and diabetes among adults aged 18 and over. Permission to use the data was obtained from the regulatory authority. Results: Over five years, incidence of HTN increased from 13.23% (CI 95%: 13.22–13.24) to 15.23% (CI 95%: 15.22–15.24) (+15.1% relative increase), and diabetes rose from 2.73% (CI 95%: 2.72–2.74) to 3.345% (CI 95%: 3.34–3.35) (+16.3% relative increase), with provincial variations observed. Conclusions: In the DRC, hypertension and diabetes are advancing rapidly. Primary and preventative healthcare services and public health interventions must prioritize these diseases. Full article
(This article belongs to the Section Epidemiology & Public Health)
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<p>Estimated proportion of hypertensives and diabetics among adults aged 18 years and over: (<b>a</b>) Proportion of hypertensives among adults aged 18 years and over in the Democratic Republic of Congo. (<b>b</b>) Proportion of diabetics among adults aged 18 years and over in the Democratic Republic of Congo. (<b>c</b>) Proportion of hypertensives among adults aged 18 years and over in provinces. (<b>d</b>) Proportion of diabetics among adults aged 18 years and over in provinces.</p>
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<p>Change in the estimated proportions of hypertensives and diabetics among adults aged 18 years and over from 2019 to 2023: (<b>a</b>) Change in the estimated proportions of hypertensives among adults aged 18 years and over from 2019 to 2023: (<b>a1</b>) hypertension situation in 2019; (<b>a2</b>) hypertension situation in 2023; (<b>c1</b>) difference in the hypertension situation between 2023 and 2019. (<b>b</b>) Change in the estimated proportions of diabetics among adults aged 18 years and over from 2019 to 2023: (<b>b1</b>) diabetes situation in 2019; (<b>b2</b>) diabetes situation in 2023; (<b>c2</b>) difference in the diabetes situation between 2023 and 2019.</p>
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<p>Equity analysis for the estimated proportion of hypertension and diabetes: (<b>a</b>) Equity analysis for the estimated proportion of hypertension. (<b>b</b>) Equity analysis for the estimated proportion of diabetes.</p>
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24 pages, 1155 KiB  
Article
Effects of the Policy of Re-Designation of Counties as Cities or City Districts on the Agricultural Carbon Emission: Evidence from the Yangtze River Delta Region in China
by Shaopeng Zhang, Yao Fu and Yifan Xia
Sustainability 2024, 16(18), 8088; https://doi.org/10.3390/su16188088 - 16 Sep 2024
Abstract
It is of great practical significance to utilize the agricultural carbon emission reduction effect of the policy of re-designation of counties as cities or city districts (RCCD) to achieve agricultural high-quality development. This paper uses panel data of 39 cities in the Yangtze [...] Read more.
It is of great practical significance to utilize the agricultural carbon emission reduction effect of the policy of re-designation of counties as cities or city districts (RCCD) to achieve agricultural high-quality development. This paper uses panel data of 39 cities in the Yangtze River Delta region in China from 2010 to 2022, and adopts a staggered difference-in-difference model and a panel threshold model to identify the causal impact of the policy of RCCD on agricultural carbon emissions (ACE). We show that: (1) Overall, the policy of RCCD exerts a tangible dampening effect on ACE, with cities in the experimental group exhibiting a significant reduction of 0.069 in agricultural carbon emissions compared to the control group post-implementation of the policy. (2) A dual-threshold effect of environmental regulation emerges in the context of the policy of RCCD, wherein the impact on ACE varies depending on the level of environmental regulation. (3) The policy of RCCD exerts a notable inhibitory influence on urban ACE in cities with high urbanization levels, underdeveloped regions and central regions. (4) Agricultural green technology progress plays the mediating role in the relationship between the policy of RCCD and ACE. (5) The suppressive effect of the policy of RCCD on ACE is characterized by a delayed and enduring influence. Our study has both theoretical and practical implications for accelerating agricultural high-quality development. Full article
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<p>Dynamic effects of county abolition and district establishment on agricultural carbon emissions.</p>
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<p>Placebo test in randomized treatment groups.</p>
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<p>Significance level test of the double threshold effect.</p>
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16 pages, 5561 KiB  
Article
Metagenomic and Metabolomic Analyses Reveal the Role of Gut Microbiome-Associated Metabolites in the Muscle Elasticity of the Large Yellow Croaker (Larimichthys crocea)
by Zhenheng Cheng, Hao Huang, Guangde Qiao, Yabing Wang, Xiaoshan Wang, Yanfeng Yue, Quanxin Gao and Shiming Peng
Animals 2024, 14(18), 2690; https://doi.org/10.3390/ani14182690 - 16 Sep 2024
Viewed by 105
Abstract
The large yellow croaker (LYC, Larimichthys crocea) is highly regarded for its delicious taste and unique flavor. The gut microbiota has the ability to affect the host muscle performance and elasticity by regulating nutrient metabolism. The purpose of this study is to [...] Read more.
The large yellow croaker (LYC, Larimichthys crocea) is highly regarded for its delicious taste and unique flavor. The gut microbiota has the ability to affect the host muscle performance and elasticity by regulating nutrient metabolism. The purpose of this study is to establish the relationship between muscle quality and intestinal flora in order to provide reference for the improvement of the muscle elasticity of LYC. In this study, the intestinal contents of high muscle elasticity males (IEHM), females (IEHF), and low muscle elasticity males (IELM) and females (IELF) were collected and subjected to metagenomic and metabolomic analyses. Metagenomic sequencing results showed that the intestinal flora structures of LYCs with different muscle elasticities were significantly different. The abundance of Streptophyta in the IELM (24.63%) and IELF (29.68%) groups was significantly higher than that in the IEHM and IEHF groups. The abundance of Vibrio scophthalmi (66.66%) in the IEHF group was the highest. Based on metabolomic analysis by liquid chromatograph-mass spectrometry, 107 differentially abundant metabolites were identified between the IEHM and IELM groups, and 100 differentially abundant metabolites were identified between the IEHF and IELF groups. Based on these metabolites, a large number of enriched metabolic pathways related to muscle elasticity were identified. Significant differences in the intestinal metabolism between groups with different muscle elasticities were identified. Moreover, the model of the relationship between the intestinal flora and metabolites was constructed, and the molecular mechanism of intestinal flora regulation of the nutrient metabolism was further revealed. The results help to understand the molecular mechanism of different muscle elasticities of LYC and provide an important reference for the study of the mechanism of the effects of LYC intestinal symbiotic bacteria on muscle development, and the development and application of probiotics in LYC. Full article
(This article belongs to the Section Animal Genetics and Genomics)
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<p>Muscle elastic characteristics of LYCs.</p>
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<p>Agarose gel electrophoresis for sex determination in LYCs.</p>
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<p>Structural analysis of the LYC intestinal flora. (<b>a</b>) Male LYC intestinal flora at the phylum level; (<b>b</b>) Female LYC intestinal flora at the phylum level; (<b>c</b>) Male LYC intestinal flora at the genus level; (<b>d</b>) Female LYC intestinal flora at the genus level; (<b>e</b>) Male LYC intestinal flora at the species level; (<b>f</b>) Female LYC intestinal flora at the species level; (<b>g</b>) Male LYC intestinal flora Alpha diversity analysis; (<b>h</b>) Female LYC intestinal flora Alpha diversity analysis. * <span class="html-italic">p</span> ≤ 0.05.</p>
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<p>Analysis of the differences in the gut flora of LYC with different muscle elasticities: (<b>a</b>) Venn diagrams between the IEHM and IELM groups at the genus level; (<b>b</b>) Non-metric multidimensional scaling (NMDS) analysis of the intestinal flora in male LYCs; (<b>c</b>) Principal coordinate analysis (PCoA) of the intestinal flora in male LYCs; (<b>d</b>) Principal component analysis (PCA) of the intestinal flora in male LYCs; (<b>e</b>) Venn diagrams between the IEHF and IELF groups at the genus level.; (<b>f</b>) Non-metric multidimensional scaling (NMDS) analyses of the intestinal flora in female LYCs; (<b>g</b>) Principal coordinate analysis (PCoA) of the intestinal flora in female LYCs; (<b>h</b>) Principal component analysis (PCA) of the intestinal flora in female LYCs.</p>
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<p>Heat map of the relative abundance of the gut flora. (<b>a</b>) Heat map of the relative abundance of the gut flora in males at the phylum level; (<b>b</b>) Heat map of the relative abundance of the gut flora in females at the phylum level; (<b>c</b>) Heat map of the relative abundance of the gut flora in males at the genus level; (<b>d</b>) Heat map of the relative abundance of the gut flora in females at the genus level; (<b>e</b>) Heat map of the relative abundance of the gut flora in males at the species level; (<b>f</b>) Heat map of the relative abundance of the gut flora in females at the species level; LYC, large yellow croaker; LYC, large yellow croaker; IEHM, intestinal contents of high muscle elasticity males; IELM, intestinal contents of low muscle elasticity males; IEHF, intestinal contents of high muscle elasticity females; IELF, intestinal contents of low muscle elasticity females.</p>
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<p>Analysis of LYC intestinal metabolites: (<b>a</b>) Intestinal metabolite analysis in male LYCs (Pos, positive ion mode); (<b>b</b>) Intestinal metabolite analysis in male LYCs (Neg, negative ion mode); (<b>c</b>) Intestinal metabolite analysis in female LYCs (positive ion mode); (<b>d</b>) Intestinal metabolite analysis in female LYCs (negative ion mode); (<b>e</b>) Differential metabolite analysis of LYC intestinal contents (positive ion mode); (<b>f</b>) Differential metabolite analysis of LYC intestinal contents (negative ion mode).</p>
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<p>Analysis of LYC intestinal metabolites: (<b>a</b>) Random forest analysis of intestinal metabolites in male LYCs; (<b>b</b>) Random forest analysis of intestinal metabolites in female LYCs; (<b>c</b>) Differential metabolite enriched pathway analysis of intestinal contents in male LYCs; (<b>d</b>) Differential metabolite enriched pathway analysis of intestinal contents in female LYCs. LYC, large yellow croaker; IEHM, intestinal contents of high muscle elasticity males; IELM, intestinal contents of low muscle elasticity males; IEHF, intestinal contents of high muscle elasticity females; IELF, intestinal contents of low muscle elasticity females; PC2, principal component 2.</p>
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<p>Association analysis of the LYC gut flora with differentially abundant metabolites. (<b>a</b>) male LYCs; (<b>b</b>) female LYCs. LYC, large yellow croak. The symbol * is the degree to which the metabolite is associated with a particular flora, where * is a significant association and ** is a very significant association. (<a href="#animals-14-02690-f008" class="html-fig">Figure 8</a>a,b).</p>
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15 pages, 1393 KiB  
Article
Investigating Spatial Effects through Machine Learning and Leveraging Explainable AI for Child Malnutrition in Pakistan
by Xiaoyi Zhang, Muhammad Usman, Ateeq ur Rehman Irshad, Mudassar Rashid and Amira Khattak
ISPRS Int. J. Geo-Inf. 2024, 13(9), 330; https://doi.org/10.3390/ijgi13090330 - 16 Sep 2024
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Abstract
While socioeconomic gradients in regional health inequalities are firmly established, the synergistic interactions between socioeconomic deprivation and climate vulnerability within convenient proximity and neighbourhood locations with health disparities remain poorly explored and thus require deep understanding within a regional context. Furthermore, disregarding the [...] Read more.
While socioeconomic gradients in regional health inequalities are firmly established, the synergistic interactions between socioeconomic deprivation and climate vulnerability within convenient proximity and neighbourhood locations with health disparities remain poorly explored and thus require deep understanding within a regional context. Furthermore, disregarding the importance of spatial spillover effects and nonlinear effects of covariates on childhood stunting are inevitable in dealing with an enduring issue of regional health inequalities. The present study aims to investigate the spatial inequalities in childhood stunting at the district level in Pakistan and validate the importance of spatial lag in predicting childhood stunting. Furthermore, it examines the presence of any nonlinear relationships among the selected independent features with childhood stunting. The study utilized data related to socioeconomic features from MICS 2017–2018 and climatic data from Integrated Contextual Analysis. A multi-model approach was employed to address the research questions, which included Ordinary Least Squares Regression (OLS), various Spatial Models, Machine Learning Algorithms and Explainable Artificial Intelligence methods. Firstly, OLS was used to analyse and test the linear relationships among selected variables. Secondly, Spatial Durbin Error Model (SDEM) was used to detect and capture the impact of spatial spillover on childhood stunting. Third, XGBoost and Random Forest machine learning algorithms were employed to examine and validate the importance of the spatial lag component. Finally, EXAI methods such as SHapley were utilized to identify potential nonlinear relationships. The study found a clear pattern of spatial clustering and geographical disparities in childhood stunting, with multidimensional poverty, high climate vulnerability and early marriage worsening childhood stunting. In contrast, low climate vulnerability, high exposure to mass media and high women’s literacy were found to reduce childhood stunting. The use of machine learning algorithms, specifically XGBoost and Random Forest, highlighted the significant role played by the average value in the neighbourhood in predicting childhood stunting in nearby districts, confirming that the spatial spillover effect is not bounded by geographical boundaries. Furthermore, EXAI methods such as partial dependency plot reveal the existence of a nonlinear relationship between multidimensional poverty and childhood stunting. The study’s findings provide valuable insights into the spatial distribution of childhood stunting in Pakistan, emphasizing the importance of considering spatial effects in predicting childhood stunting. Individual and household-level factors such as exposure to mass media and women’s literacy have shown positive implications for childhood stunting. It further provides a justification for the usage of EXAI methods to draw better insights and propose customised intervention policies accordingly. Full article
(This article belongs to the Special Issue HealthScape: Intersections of Health, Environment, and GIS&T)
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<p>Regional map of Pakistan.</p>
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<p>Spatial distribution of childhood stunting at the regional level in Pakistan.</p>
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<p>Moran’s scatter plot.</p>
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<p>Moran’s map.</p>
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<p>Validation of spatial lag and variable importance via (<b>a</b>) XGBoost, (<b>b</b>) Random Forest.</p>
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<p>Partial dependency plot.</p>
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<p>Breakdown profile for a local prediction.</p>
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37 pages, 10118 KiB  
Article
Investigating the Satisfaction of Residents in the Historic Center of Macau and the Characteristics of the Townscape: A Decision Tree Approach to Machine Learning
by Shuai Yang, Yile Chen, Yuhao Huang, Liang Zheng and Yue Huang
Buildings 2024, 14(9), 2925; https://doi.org/10.3390/buildings14092925 - 15 Sep 2024
Viewed by 298
Abstract
The historic city of Macau is China’s 31st world heritage site, and its residents have actively contributed to preserving its heritage and will continue to reside there for the foreseeable future. Residents’ satisfaction with the current urban environment is closely related to the [...] Read more.
The historic city of Macau is China’s 31st world heritage site, and its residents have actively contributed to preserving its heritage and will continue to reside there for the foreseeable future. Residents’ satisfaction with the current urban environment is closely related to the landscape characteristics of the towns surrounding the historic center of Macau. This study aims to analyze the relationship between landscape characteristics and residents’ satisfaction, determine the key factors affecting their satisfaction and how they are combined, and provide a scientific basis for urban planning. This study used a decision tree machine learning model to analyze 524 questionnaire survey responses that addressed five aspects of the historic town’s landscape: the architectural, Largo Square, street, mountain and sea, and commercial landscapes. The data-driven approach helped find the best decision path. The results indicate that (1) the layout of Largo Square, the commercial colors and materials, the location of the former humanities and religion center, and the commercial signage system are the primary factors influencing residents’ satisfaction. (2) Incorporating decision tree parameters with information entropy as the splitting criterion and a minimum sample split number of two (with no maximum depth) led to the best performance when investigating residents’ satisfaction with Macau’s historic town landscape characteristics. (3) A reasonable layout for Largo Square (satisfaction > 3.50), prominent and harmonious commercial colors and materials (satisfaction > 3.50), rich cultural and religious elements (satisfaction > 4.50), and an excellent commercial signage system (satisfaction > 4.00) can significantly improve residents’ satisfaction. This provides important empirical support and a reference for urban planning and landscape design in Macau and other historical and cultural cities. Full article
28 pages, 4712 KiB  
Article
Understanding How People Perceive and Interact with Public Space through Social Media Big Data: A Case Study of Xiamen, China
by Shuran Li, Chengwei Wang, Liying Rong, Shiqi Zhou and Zhiqiang Wu
Land 2024, 13(9), 1500; https://doi.org/10.3390/land13091500 - 15 Sep 2024
Viewed by 250
Abstract
Public space is a crucial forum for public interaction and diverse activities among urban residents. Understanding how people interact with and perceive these spaces is essential for public placemaking. With billions of users engaging in social media expression and generating millions of data [...] Read more.
Public space is a crucial forum for public interaction and diverse activities among urban residents. Understanding how people interact with and perceive these spaces is essential for public placemaking. With billions of users engaging in social media expression and generating millions of data points every second, Social Media Big Data (SMBD) offers an invaluable lens for evaluating public spaces over time, surpassing traditional methods like surveys and questionnaires. This research introduces a comprehensive analytical framework that integrates SMBD with placemaking practices, specifically applied to the city of Xiamen, China. The result shows the social sentiment, vibrancy heatmaps, leisure activities, visitor behaviors, and preferred visual elements of Xiamen, offering urban designers valuable insights into the dynamic nature of citizen experiences. The findings underscore the potential of SMBD to inform and enhance public space design, providing a holistic approach to creating more inclusive, vibrant, and functional urban environments. Full article
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