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26 pages, 8094 KB  
Article
Temporal Trajectory and Spatial Heterogeneity of Agricultural Land Change and Its Consequence for Ecosystem Service in the Heilongjiang Region of China over the Past Half-Century
by Zherui Yin, Zexian Li, Lin Shi, Naiwen Zhang, Haiyan Zhang, Baofu Li and Tao Pan
Land 2026, 15(4), 563; https://doi.org/10.3390/land15040563 - 29 Mar 2026
Viewed by 352
Abstract
Northeast China has undergone large-scale cultivation of agricultural land, accompanied by internal restructuring of paddy fields and rain-fed farmland. Such a land change process has an obvious impact on the ecosystem. However, the quantitative effects of long-term cultivation of land/internal structure on the [...] Read more.
Northeast China has undergone large-scale cultivation of agricultural land, accompanied by internal restructuring of paddy fields and rain-fed farmland. Such a land change process has an obvious impact on the ecosystem. However, the quantitative effects of long-term cultivation of land/internal structure on the eco-environment are still lacking in the Heilongjiang region, China’s ecological barrier and grain base. To address this academic issue, the integrated method of land update technology, dynamic tracking, remote sensing classification, and improved ecosystem services were applied using satellite imagery and land products. Through satellite monitoring, the area of cultivated land changed from 127,221.71 to 173,665.12 km2, with an increment of 46,443.41 km2, expanding the central–northern parts and the eastern part over the past half-century. In different regions, all cities have undergone varying degrees of reclamation rate expansion ranging 0.71–29.62%. Regarding the structure, a quarter of the study area was covered by rain-fed farmland (25.29%), but the cultivation level of paddy fields (2.83%) was very low in 1970; after that, only a 13.08% increment in rain-fed farmland but a high increase of 246.14% in paddy fields was monitored from 1970 to 2020. Meanwhile, the source area of cultivated land was 59,271.48 km2, with 60.41% from forest and grassland of the agricultural-forestry ecotone. Its destination area was 12,827.11 km2, and 78.49% of the total was converted to construction land, forest, and grassland. From 1970 to 2020, the evaluated ecosystem service changed from 15,575.87 to 12,495.72 × 108 yuan, showing a total loss of 3080.15 × 108 yuan and an annual turnover rate of 0.40%. An important calculation indicated that the expansion and shrinkage of cultivated land led to a 2303.46 × 108 yuan loss, which means that three-quarters (i.e., 74.78%) of ecosystem service loss was caused by cultivated land changes. Another key finding was that a large transformation of wetland into paddy fields brought about the huge loss of 847.85 × 108 yuan; by contrast, the process of extensive rain-fed farmland turning into paddy fields was only a small change of 3.38 × 108 yuan. Considering the ecological loss caused by cultivated land, the projects of returning farmland to forests and wetland protection should be implemented. This study provided important references for land system monitoring and environmental impact assessment in high-latitude regions around the world. Full article
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25 pages, 2146 KB  
Article
Characterizing Aeromonas spp. as a Potential Sentinel Organism for Antimicrobial Resistance Dissemination in Wastewater and Drinking Water Treatment Systems: A Case Study in the Barcelona Metropolitan Area, Spain
by Laura Mondéjar, Victoria Ballén, Yaiza Gabasa, Laura Castellsagués, Anna Pinar-Méndez, Carles Vilaró, Belén Galofré, Aida González-Díaz, Sara Martí, Sergi Sanz and Sara M. Soto
Antibiotics 2026, 15(3), 301; https://doi.org/10.3390/antibiotics15030301 - 17 Mar 2026
Viewed by 454
Abstract
Background: Wastewater treatment plants (WWTPs) are hotspots of antimicrobial resistance (AMR) due to inputs from diverse anthropogenic sources. Aeromonas spp., ubiquitous in aquatic environments, often carry clinically relevant antibiotic resistance genes (ARGs) and can persist beyond fecal contamination indicators, making them promising sentinel [...] Read more.
Background: Wastewater treatment plants (WWTPs) are hotspots of antimicrobial resistance (AMR) due to inputs from diverse anthropogenic sources. Aeromonas spp., ubiquitous in aquatic environments, often carry clinically relevant antibiotic resistance genes (ARGs) and can persist beyond fecal contamination indicators, making them promising sentinel organisms for AMR dissemination. The aim of this study was to assess the suitability of Aeromonas spp. in this role by characterizing resistance profiles, associated virulence factor genes (VFGs), genetic mobility, and persistence across wastewater and drinking water treatment processes in the Barcelona metropolitan area, Spain. Methods: Isolates were phenotypically characterized and screened for ARGs, VFGs, integrons, and heavy metal tolerance genes, followed by whole-genome sequencing (WGS). Biofilm formation was assessed in vitro. Conjugation assays with Escherichia coli evaluated horizontal gene transfer (HGT) potential. Results: A total of 428 antibiotic-resistant Aeromonas spp., the most abundant antibiotic-resistant bacteria isolated during the 2023 sampling campaigns from two WWTPs and one drinking water treatment plant (DWTP), were characterized. Trimethoprim/sulfamethoxazole (SXT) non-susceptibility was most frequent (72%), followed by cefoxitin resistance (65.4%). The sul1 (57.5%) and blaMOX (78.6%) genes predominated among SXT- and β-lactam-resistant isolates. The merA gene was detected in 23.6%; 97.9% harbored at least one VFG (aerA, act, fla, alt, or hlyA), and 70.3% carried intI1. Half formed biofilm. Conjugation confirmed bi-directional HGT, and WGS revealed persistent ST3458 clones across treatment stages. Conclusions: WWTPs and DWTPs act as reservoirs of antibiotic-resistant Aeromonas spp., demonstrating persistence and HGT potential. Findings support their use as sentinel organisms for AMR surveillance in aquatic environments and for assessing treatment efficacy, highlighting variability across treatment types and locations, and reinforcing their relevance for urban water reclamation monitoring. Full article
(This article belongs to the Special Issue Antibiotic Resistance in Wastewater Treatment Plants)
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22 pages, 3390 KB  
Article
Performance Assessment of Low-Saturated Hydraulic Conductivity Barriers Made of Clay and Clay-Amended Materials for Mine Site Reclamation
by Abdelkabir Maqsoud, Alejandro Granados, Mamert Mbonimpa and Tikou Belem
Water 2026, 18(5), 619; https://doi.org/10.3390/w18050619 - 5 Mar 2026
Viewed by 327
Abstract
Low-saturated hydraulic conductivity covers (LSHCC) or hydraulic barriers are one of the reclamation techniques used to control the acid mine drainage generation (AMD). These covers are intended to limit the infiltration of water into reactive tailings. Compacted clays are among the materials used [...] Read more.
Low-saturated hydraulic conductivity covers (LSHCC) or hydraulic barriers are one of the reclamation techniques used to control the acid mine drainage generation (AMD). These covers are intended to limit the infiltration of water into reactive tailings. Compacted clays are among the materials used as LSHCC. The performance of clay-based hydraulic barriers can be affected by their geotechnical and hydrogeological properties. Freeze–thaw cycles can increase their saturated hydraulic conductivity (ksat). However, these effects can be minimized by adding amendments. To evaluate the performance of these clay-based covers, four field experimental cells were built. The first one simulates a cover composed entirely of clay, the second a clay–silt mixture, the third a clay–sand mixture and the last two layers of clay with an intermediate layer of silt. Each cell has been equipped with a monitoring station with continuous measurements of volumetric water content, suction and temperature. In situ permeability tests were also conducted to assess field hydraulic conductivity. Numerical simulations were also conducted to evaluate the water balance for each cover scenario. The laboratory results showed low-saturated hydraulic conductivity values meeting waterproofing criteria, whereas field measurements and calibrated model values were consistently higher and exceeded the waterproofing criteria. Infiltration monitoring indicated that 15 to 40% of precipitation infiltrated the covers, with possible overestimation due to preferential flow. Discrepancies between laboratory and field-saturated hydraulic conductivity values were mainly attributed to inadequate compaction, unfavorable weather conditions, and excessive water content during cover installation. Variations in saturated hydraulic conductivity over time were generally within statistical variability, although differences among cells and responses to wetting–drying cycles highlight the influence of construction conditions on field performance. Full article
(This article belongs to the Special Issue Hydrogeology of the Mining Area)
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23 pages, 6123 KB  
Article
Aquatic Vegetation in a Historically Reclaimed Coastal Wetland: A Phytosociological Survey of the Ariscianne Channels (Apulia, Southern Italy)
by Cristina Caporusso, Silvia Assini and Valeria Tomaselli
Land 2026, 15(3), 389; https://doi.org/10.3390/land15030389 - 27 Feb 2026
Viewed by 731
Abstract
Wetlands are among the most threatened ecosystems worldwide, particularly in the Mediterranean Basin, where historical land reclamation and agricultural intensification have profoundly altered natural landscapes and biodiversity. The Ariscianne area (Apulia, southern Italy) represents a highly transformed coastal wetland in which remnants of [...] Read more.
Wetlands are among the most threatened ecosystems worldwide, particularly in the Mediterranean Basin, where historical land reclamation and agricultural intensification have profoundly altered natural landscapes and biodiversity. The Ariscianne area (Apulia, southern Italy) represents a highly transformed coastal wetland in which remnants of aquatic vegetation persist mainly within artificial irrigation channels. This study provides the first phytosociological assessment of the aquatic vegetation currently occurring within these channels, with the aim of documenting plant community composition and identifying habitats of conservation interest. Vegetation surveys based on the phytosociological approach were conducted, and plant communities were classified through multivariate cluster analysis supported by expert validation. Five plant associations were identified, belonging to three vegetation classes: Lemnetea (Lemnetum minoris), Potamogetonetea (Zannichellietum palustris, Potamogetonetum trichoidis), and Phragmito-Magnocaricetea (Nasturtietum officinalis, Helosciadetum nodiflori). The distribution of these communities was consistent with subtle hydrological and environmental differentiation within the channel network, although measured differences in water depth were not statistically significant. The Annex I habitat 3150 (“Natural eutrophic lakes with Magnopotamion or Hydrocharition-type vegetation”) was recorded for the first time in this locality, and Potamogeton trichoides was rediscovered after several decades, highlighting the ecological relevance of these relict channel systems. The results demonstrate that artificial irrigation channels, despite their anthropogenic origin, can retain habitat types of conservation interest and function as secondary refugia for wetland vegetation within reclaimed Mediterranean landscapes. This study provides a baseline framework to support future ecological investigations, monitoring activities, and site-specific conservation strategies. Full article
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28 pages, 11156 KB  
Article
Environmental Monitoring and Risk Assessment in Missile Stage Impact Zones Using Mapping Data and a Digital Passport Approach
by Aliya Kalizhanova, Anar Utegenova, Yerlan Bekeshev, Murat Kunelbayev and Zhazira Zhumabekova
Atmosphere 2026, 17(3), 229; https://doi.org/10.3390/atmos17030229 - 24 Feb 2026
Viewed by 554
Abstract
This paper proposes an approach to digitizing the environmental passport for areas where detachable parts of launch vehicles fall in Kazakhstan based on an interactive geographic information system platform and smart maps. An example is considered for zone U-4 (“Ulytau” district of the [...] Read more.
This paper proposes an approach to digitizing the environmental passport for areas where detachable parts of launch vehicles fall in Kazakhstan based on an interactive geographic information system platform and smart maps. An example is considered for zone U-4 (“Ulytau” district of the “Karaganda” region), which includes the fall zones of “Soyuz” launch vehicle blocks (IZ 26, 32, 34, 42, 56). The natural and climatic factors and hazards of the territory are analyzed: the total area of the zones under consideration exceeds 4.1 million hectares, annual precipitation varies between 218 and 289 mm, strong winds of 5.0–6.8 m/s are characteristic, and a high level of fire hazard can develop within 6–7 days. Data on fires for 2021 are provided. For an integrated assessment, a normalized system criterion, environmental sustainability indicator (0–1), has been introduced, aggregating four groups of criteria (chemical, mechanical, pyrogenic, biota) with a breakdown of contributions and calculation of uncertainty (σ and 95% CI). The system criterion of environmental sustainability map identifies local ‘hot spots’ with levels of around 0.8–1.0, while the uncertainty map shows maximums of up to 0.12–0.14 (with background values of ~0.02–0.08), which increases the validity of management decisions on monitoring and reclamation. Full article
(This article belongs to the Section Atmospheric Techniques, Instruments, and Modeling)
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33 pages, 22182 KB  
Article
Application of Unmanned Aerial System Photogrammetry for Mapping Underground Coal Fire-Induced Terrain Changes in Colorado, USA
by Jessica Hiatt, Wendy Zhou, Lesli Wood and Max Johnson
Remote Sens. 2026, 18(5), 676; https://doi.org/10.3390/rs18050676 - 24 Feb 2026
Viewed by 446
Abstract
Underground coal fires (UCFs) pose a persistent environmental and economic threat to both the built and natural worlds. In Colorado, 38 known coal fires are currently monitored by the Colorado Division of Reclamation, Mining, and Safety, many of which are in the immediate [...] Read more.
Underground coal fires (UCFs) pose a persistent environmental and economic threat to both the built and natural worlds. In Colorado, 38 known coal fires are currently monitored by the Colorado Division of Reclamation, Mining, and Safety, many of which are in the immediate vicinity of communities and transportation infrastructure. The Axial underground coal mine fire in northwestern Colorado has been active for over 70 years and has a documented history of surface impacts, including wildfire ignition and UCF-induced slope instability near a major highway corridor. Subsurface investigations indicate active combustion in multiple coal seams, contributing to complex and evolving surface deformation. Unmanned Aerial System (UAS)-based optical surveys acquired between 2018 and 2025 were used to assess terrain changes and slope instability at the Axial site. Structure-from-motion photogrammetry was used to generate three-dimensional point clouds and orthomosaics, and surface deformation was quantified using the Multiscale Model-to-Model Cloud Comparison (M3C2) algorithm. Orthomosaic products were additionally evaluated to characterize the development of geomorphic features and cross-validate the interpretation of M3C2-derived deformation patterns. Repeat UAS surveys effectively identified changes in unstable and hazardous terrain caused by UCFs. Results reveal progressive subsidence, fracture development, and localized slope instability associated with ongoing subsurface combustion. The findings provide critical information for risk mitigation and illustrate both the capabilities and challenges of using UAS photogrammetry for long-term monitoring of geohazards associated with legacy coal mine fires. The study further emphasizes the importance of georeferencing strategies, including ground control points and real-time kinematic positioning, to ensure consistent and reliable multi-temporal change detection. Full article
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43 pages, 8712 KB  
Article
An Integrative Assessment of a Mangrove Ecosystem: Sustainability and Management in Muara Angke, Jakarta
by Nyoto Santoso, Oktovianus, Adam Rachmatullah, Reno Catelya Dira Oktavia, Dina Sri Suprajanti and Ricky Avenzora
Sustainability 2026, 18(1), 464; https://doi.org/10.3390/su18010464 - 2 Jan 2026
Cited by 1 | Viewed by 1258
Abstract
The mangrove ecosystems in Muara Angke, Jakarta, serve as a national benchmark for sustainable mangrove management in Indonesia, yet face significant urban pressures threatening their long-term viability. This study evaluates the ecological integrity and governance effectiveness of this critical ecosystem, covering Wildlife Reserve, [...] Read more.
The mangrove ecosystems in Muara Angke, Jakarta, serve as a national benchmark for sustainable mangrove management in Indonesia, yet face significant urban pressures threatening their long-term viability. This study evaluates the ecological integrity and governance effectiveness of this critical ecosystem, covering Wildlife Reserve, Nature Park, Protected Forest, and Production Forest areas totaling 327.7 hectares. An exploratory mixed-methods approach was employed over four months (June–September 2025), integrating vegetation diversity assessments through plot sampling, avifauna surveys via point count methods, herpetofauna identification using Visual Encounter Surveys, water quality assessments through systematic literature review, geospatial analysis of mangrove dynamics using Sentinel-2A imagery (2015–2025), and social-governance evaluation using close-ended questionnaires and One Score One Criteria Scoring System. Results revealed moderate to severe water pollution with phosphate and nitrate exceeding standards, moderate vegetation diversity (13 species; Shannon-Wiener H′ = 1.466–1.728), high avifaunal diversity (55 species; H′ = 3.54) confirming significance along the East Asian-Australasian Flyway, and significant sediment accretion (32 hectares) attributed to coastal reclamation. Management evaluation identified critical conservation compliance deficiencies (score 1.43/7). The findings indicate urgent need for integrated interventions including pollution control, ecosystem-based restoration, enhanced monitoring, and cross-sector policy integration to prevent rapid mangrove degradation and ensure sustainability of this ecologically significant urban mangrove ecosystem. Full article
(This article belongs to the Section Sustainability, Biodiversity and Conservation)
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22 pages, 9913 KB  
Article
Analysis of BirdNET Configuration and Performance Applied to the Acoustic Monitoring of a Restored Quarry
by Carlos Iglesias-Merchan, Raquel Sanchez-Torres and Raúl Alonso
Environments 2026, 13(1), 31; https://doi.org/10.3390/environments13010031 - 2 Jan 2026
Viewed by 1765
Abstract
In the global context of biodiversity loss, increased demand for natural resources, and major efforts to restore ecosystems altered by human activities, the widespread use of passive acoustic monitoring (PAM) and acoustic recording devices allows for the collection of enormous amounts of data [...] Read more.
In the global context of biodiversity loss, increased demand for natural resources, and major efforts to restore ecosystems altered by human activities, the widespread use of passive acoustic monitoring (PAM) and acoustic recording devices allows for the collection of enormous amounts of data for monitoring the health of ecosystems. BirdNET Analyzer is a freely accessible machine learning tool that has had a great impact on the scientific community due to its apparent ease of use for identifying animals by sound. However, the literature shows some gaps regarding the influence of certain BirdNET configuration parameters on the results of its predictions. This study applies PAM and uses BirdNET in a real acoustic monitoring project and analyzes the potential impact of the configuration parameters Overlap and Sensitivity on the results of the bird inventory of a wetland created on the site of a former limestone quarry in Spain. Our results guide other researchers in the optimal combination of configuration parameters at the community level. Higher Sensitivity configuration values provided the optimal solution for minimizing the loss of species in the bird inventory. On the other hand, we identified that Recall is the best indicator to identify all combinations of BirdNET configuration parameters that cause the lowest species loss, in line with the goal of this monitoring program. Full article
(This article belongs to the Special Issue Interdisciplinary Noise Research)
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15 pages, 4334 KB  
Article
The Application of Ground-Penetrating Radar Inversion in the Determination of Soil Moisture Content in Reclaimed Coal Mine Areas
by Yunlan He, Kexin Li, Lulu Fang, Suping Peng, Zibo Tian, Lingyuan Meng and Jie Luo
Appl. Sci. 2026, 16(1), 350; https://doi.org/10.3390/app16010350 - 29 Dec 2025
Viewed by 389
Abstract
After the completion of open-pit coal mining, land reclamation is implemented to restore the disturbed eco–hydrological system, for which accurate soil moisture characterization is essential. We evaluated the feasibility and performance of an Auto-Regressive Moving Average (ARMA)-based ground-penetrating radar (GPR) inversion scheme for [...] Read more.
After the completion of open-pit coal mining, land reclamation is implemented to restore the disturbed eco–hydrological system, for which accurate soil moisture characterization is essential. We evaluated the feasibility and performance of an Auto-Regressive Moving Average (ARMA)-based ground-penetrating radar (GPR) inversion scheme for estimating soil moisture in a reclaimed mine area. GPR data were acquired over a reconstructed three-layer soil profile in a reclaimed open-pit coal mine, and soil moisture content was independently determined using the oven-drying method on core samples. An ARMA model was used to describe the relationship between the GPR reflections and soil electromagnetic properties and to invert the vertical distribution of soil moisture. The ARMA-derived GPR estimates reproduced the measured moisture profile well within the depth interval of 1.4–3.0 m and revealed the clear vertical zonation of soil moisture associated with the engineered layering. Correlation coefficients between the ARMA-inverted GPR estimates and oven-drying measurements ranged from 0.64–0.78 for 0–1.4 m, 0.84–0.93 for 1.4–2.2 m, and 0.98–0.99 for 2.2–3.0 m, indicating that inversion accuracy improves systematically with depth. These results demonstrate that ARMA-based GPR inversion provides a reliable and non-destructive approach for quantifying soil moisture in reclaimed mine soils and offers practical support for monitoring and assessing the effectiveness of reclamation in open-pit coal mining areas. Full article
(This article belongs to the Special Issue Hydrogeology and Regional Groundwater Flow)
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37 pages, 17384 KB  
Review
Remote Sensing in Mining-Related Eco-Environmental Monitoring and Assessment
by He Ren, Yanling Zhao and Tingting He
Remote Sens. 2026, 18(1), 103; https://doi.org/10.3390/rs18010103 - 27 Dec 2025
Cited by 2 | Viewed by 2643
Abstract
Mining activities exert profound and long-lasting impacts on terrestrial eco-environmental systems, manifesting across multiple spatial and temporal scales throughout the mining lifecycle—from exploration and extraction to post-mining reclamation. Remote sensing technology serves as an advanced monitoring and analysis tool, playing a critical role [...] Read more.
Mining activities exert profound and long-lasting impacts on terrestrial eco-environmental systems, manifesting across multiple spatial and temporal scales throughout the mining lifecycle—from exploration and extraction to post-mining reclamation. Remote sensing technology serves as an advanced monitoring and analysis tool, playing a critical role in the continuous monitoring of mining-related eco-environmental disturbances. This work provides a systematic review of remote sensing applications for mining-related eco-environmental monitoring and assessment. We first outline the importance of mineral resource development and summarize the associated eco-environmental issues. The second section presents an overview of remote sensing platforms and data types currently employed for monitoring in mining areas. The third section systematically summarizes recent research advances in key mining-related eco-environmental dimensions, including spatiotemporal land-use and land-cover analysis, terrain and deformation monitoring, natural environmental factor disturbances assessment, comprehensive ecological-environment quality evaluation, and post-mining reclamation assessment. Finally, we analyze the opportunities, challenges and future perspectives associated with remote sensing applications in mining areas. This review aims to provide reference for advancing remote sensing-based eco-environmental monitoring in mining areas, thereby supporting more effective, long-term monitoring and informed decision-making within the mining sector. Full article
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22 pages, 2928 KB  
Article
Atterberg Limits and Strength Relationships of Oil Sands Tailings
by Abigail L. Paul and Nicholas A. Beier
Mining 2025, 5(4), 86; https://doi.org/10.3390/mining5040086 - 18 Dec 2025
Viewed by 765
Abstract
Reclamation of tailings facilities at oil sands mines in northern Alberta presents a significant challenge for industry, regulators, and researchers. Atterberg limits are an established method for quantifying clay behaviour in geotechnical engineering, which has been adopted for oil sands tailings due to [...] Read more.
Reclamation of tailings facilities at oil sands mines in northern Alberta presents a significant challenge for industry, regulators, and researchers. Atterberg limits are an established method for quantifying clay behaviour in geotechnical engineering, which has been adopted for oil sands tailings due to their high clay mineral content. Correlations between remoulded undrained shear strength and liquidity index, originally developed for natural clays, have also been applied to oil sands tailings. This paper proposes a new material-specific correlation between remoulded undrained shear strength and liquidity index based on laboratory testing of oil sands tailings. Additionally, the results of Atterberg limits tests on oil sands tailings suggests that the inherent variability of the test itself has a greater effect on the measured value than the preparation method and test procedure. The results of this study support the idea that index properties such as Atterberg limits can provide a cost-effective method for field monitoring and early-stage reclamation design. Full article
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26 pages, 34171 KB  
Article
Assessing Surface Water Dynamics of Wetlands in Reclaimed Mining Areas in the Athabasca Oil Sands Region, Alberta, Canada, with Time-Varying Sentinel-1 SAR and Sentinel-2 Multi-Spectral Imagery
by Erik Biederstadt, Faramarz F. Samavati, Hannah Porter, Elizabeth Gillis and Jan J. H. Ciborowski
Remote Sens. 2025, 17(23), 3927; https://doi.org/10.3390/rs17233927 - 4 Dec 2025
Viewed by 753
Abstract
Wetlands provide critical ecological and socio-economic benefits, covering approximately 45% of the Athabasca Oil Sands Region in Alberta, Canada. However, open-pit oil sand mining has led to widespread wetland loss. While reclamation efforts are ongoing, the development of effective wetland monitoring methods remain [...] Read more.
Wetlands provide critical ecological and socio-economic benefits, covering approximately 45% of the Athabasca Oil Sands Region in Alberta, Canada. However, open-pit oil sand mining has led to widespread wetland loss. While reclamation efforts are ongoing, the development of effective wetland monitoring methods remain essential. This paper presents a novel approach to tracking wetland dynamics in reclaimed and reference landscapes using Sentinel-1 SAR and Sentinel-2 multispectral imagery. We assess surface water extent and emergent vegetation, validating our satellite-based measurements against high-resolution UAV-derived wetland area data (R2=0.902). Our results reveal minor differences in intra-annual variability in wetland area between wetlands in reclaimed versus those in reference landscapes. Wetlands exhibit a positive log-linear relationship between maximum depth and variability in open-water area, a pattern that was consistent between landscape types. Intra- and interannual variability in spatial extent were both positively associated with wetland area. This paper introduces the first ground-truthed automated wetland monitoring approach for the region. These findings document the similarities in range of variation between wetlands developing in reclaimed and reference landscapes and provide a simple tool to support long-term monitoring to document the persistence of wetlands forming in reclaimed landscapes. Full article
(This article belongs to the Section Ecological Remote Sensing)
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20 pages, 2385 KB  
Article
Assessing the Status of Sustainable Development Goals in Global Mining Area
by Shurui Zhang, Yan Sun, Yan Zhang, Xinxin Chen, Zhanbin Luo and Fu Chen
Land 2025, 14(12), 2355; https://doi.org/10.3390/land14122355 - 30 Nov 2025
Cited by 1 | Viewed by 853
Abstract
Mining is an important industry for the achievement of sustainable development goals (SDGs), but it results in a significant amount of degraded land worldwide, thereby affecting local social and ecological sustainability. Little is known about the extent to which this degraded land adheres [...] Read more.
Mining is an important industry for the achievement of sustainable development goals (SDGs), but it results in a significant amount of degraded land worldwide, thereby affecting local social and ecological sustainability. Little is known about the extent to which this degraded land adheres to the current SDGs. In this study, based on public geographic information data, the status of SDG 11 (Sustainable Cities and Communities) and SDG 15 (Life on Land) for global mine sites was comprehensively assessed. The results show that (1) the global aggregation index for SDG 11 and 15 in mining areas increased from 23.94 in 2000 to 24.48 in 2020, generally exhibiting a positive trend. (2) For SDG 11, all four indicators indicate improvement, suggesting enhancement of the sustainability of cities and communities surrounding global mined land, as well as urban development, mining activities, and economic growth. In contrast, regarding SDG 15, there were noticeable improvements in the water body area and land reclamation ratio, but the forest coverage ratio and net ecosystem productivity significantly declined, indicating continued stress on ecosystems caused by mining. (3) Less than 1% of mines globally met the green grade in SDG 11, and around 97% were categorized as red grade. For SDG 15, no mines reached the green grade, and at least 99.74% were categorized as red grade mines. (4) Globally, the status has exhibited obvious spatial clustering, and the region with a better status is in the equatorial region. There has been obvious spatial heterogeneity within countries, and mine sites near urban areas have had a better status according to these SDGs. The main influencing factors on the status of mines, according to the SDGs, include the degree of mining disturbance, ecosystem recovery capacity, and urban expansion. Overall, the global status of mines according to the SDGs is far from expectation, indicating a considerable gap from achieving sustainable mining and necessitating efforts to improve human habitats and restore ecosystems in mining areas. Future endeavors should focus on strengthening site specific assessment and long-term monitoring of the global SDGs in mining areas to provide foundational data and scientific evidence for sustainable mining and the realization of SDGs. Full article
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25 pages, 11153 KB  
Article
Analysis of Surface Deformation and Its Relationship with Land Use in the Reclaimed Land of Tianjin Based on Time Series InSAR
by Long Hu, Zhiheng Wang, Yichen Wang, Kangle Shao, Can Zhou, Ruiyi Li, Jianxue Song and Yiman Lu
Appl. Sci. 2025, 15(22), 11975; https://doi.org/10.3390/app152211975 - 11 Nov 2025
Cited by 1 | Viewed by 969
Abstract
Global coastal reclamation areas face significant land subsidence, threatening infrastructure and sustainable development. China’s large-scale projects show particularly severe subsidence. For example, Tianjin’s Binhai New Area contains 413.6 km2 of reclaimed land, and subsidence is driven by soft soil consolidation, industrial loads, [...] Read more.
Global coastal reclamation areas face significant land subsidence, threatening infrastructure and sustainable development. China’s large-scale projects show particularly severe subsidence. For example, Tianjin’s Binhai New Area contains 413.6 km2 of reclaimed land, and subsidence is driven by soft soil consolidation, industrial loads, and dynamic land use changes. This study addresses the unique geology of coastal reclamation zones: thick, soft clay layers; high porosity; and low soil strength. We employed optimized Small Baseline Subset Interferometric Synthetic Aperture Radar (SBAS-InSAR) technology using 48 Sentinel-1A radar images (2019–2022), which generated high-resolution annual deformation rate maps revealing a north-high, south-low subsidence gradient. Crucially, validation against leveling data confirmed reliability. The systematically quantified results demonstrate built areas and the bare ground intensifies subsidence through structural loads and soil compression. Land use transitions also exacerbate differential settlement. For coastal cities and reclamation zones, key strategies emerge, including regulating structural loads in high-subsidence areas, managing soft soil consolidation, and implementing dynamic monitoring. Aligning development intensity with geological capacity is essential, and adopting adaptive spatial planning can mitigate subsidence hazards. This approach offers a scientific framework for enhancing global coastal resilience. Full article
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23 pages, 6936 KB  
Article
Assessing Subsidence in Remote Reclaimed Islands by Integrating PPP, Leveling, and InSAR
by Deming Ma, Yonggang Jia, Baoquan Cheng, Yabin Wang and Menghao Li
Remote Sens. 2025, 17(21), 3628; https://doi.org/10.3390/rs17213628 - 2 Nov 2025
Viewed by 1316
Abstract
To address the urgent need for safety maintenance of remote reclaimed islands, we propose a novel monitoring framework integrating PPP, leveling, and InSAR technologies to comprehensively capture slow surface deformations across point, line, and area dimensions. This study also details the data interpretation [...] Read more.
To address the urgent need for safety maintenance of remote reclaimed islands, we propose a novel monitoring framework integrating PPP, leveling, and InSAR technologies to comprehensively capture slow surface deformations across point, line, and area dimensions. This study also details the data interpretation methods and critical processing workflow, using Shandong Haiyang Junzi-Lianli island as a case study. The monitoring results revealed maximum annual displacements of 2 mm for PPP reference points, 5 mm elevation variations for leveling benchmarks, and an average InSAR deformation rate of −0.34 mm/yr with peak deformation reaching 18.60 mm/yr. Meanwhile, cross-validation was performed on the results obtained from these three different techniques. The discrepancy between the benchmark PPP observation and the InSAR measurement was 3.81 mm. For the common monitoring points, the differences between leveling and InSAR ranged from 0.57 mm to 5.41 mm. The deformation trends observed in PPP reference points, leveling benchmarks, and corresponding InSAR time-series data demonstrated good consistency, indicating overall stability of the reclamation island. The proposed methodology accurately identifies minute surface deformations at different spatial scales (point, linear, and areal) of the artificial island, overcoming the limitations of single-technique approaches, thus proving to be an effective means for subsidence assessment of offshore artificial island structures. This study advances the technical framework for reclaimed island stability monitoring, offering data and solutions to identify subsidence risks and enhance disaster prevention. Full article
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