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Earth, Volume 6, Issue 3

2025 September - 51 articles

Cover Story: Machine learning models are widely used for streamflow prediction due to strong performance, but their data-driven nature hinders interpretation. This study examines Random Forest interpretability for high-streamflow events, comparing feature-importance methods. Mean decrease accuracy, impurity, SHAP, and Tornado highlight similar features, though Tornado differs most. The last observed streamflow demonstrates the highest importance (>20%), despite temporal variability. Results reveal a key catchment region influencing outlet flow. Accumulated local effects and partial dependence plots show infiltration and soil saturation before rainfall impacts streamflow. Short-term precipitation is critical during rising limbs (~72% importance), while prior streamflow dominates near peaks and falling limbs. Models may reasonably represent catchments and offer hydrological insights. View this paper
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Articles (51)

  • Article
  • Open Access
2,164 Views
20 Pages

18 September 2025

Natural reserves in the West African drylands play a critical role in sustaining livelihoods and preserving ecological integrity. However, these ecosystems face growing threats from climate variability and anthropogenic pressure. This study assesses...

  • Article
  • Open Access
3,574 Views
21 Pages

Comprehensive Assessment of Mercury Contamination and Health Risks from Artisanal and Small-Scale Gold Mining (ASGM) in Sukabumi, Indonesia

  • Tia Agustiani,
  • Susi Sulistia,
  • Fuzi Suciati,
  • Agus Sudaryanto,
  • Fitri Yola Amandita,
  • Efadeswarni,
  • Rendi Handika,
  • Patrick Adu Poku,
  • Margaret Boohene and
  • Tetsuro Agusa
  • + 4 authors

13 September 2025

Mercury (Hg) pollution from artisanal and small-scale gold mining (ASGM) is a global environmental and public health concern. In Indonesia, ASGM remains widespread, yet assessments of multimedia contamination and health risks are limited. This study...

  • Article
  • Open Access
1,581 Views
22 Pages

Impact of Petroleum Coke (Petcoke) PM10 on the Urban Environment of the Port Terminals of Veracruz, Mexico

  • Xóchitl Citlalli Hernández-Silva,
  • Maria del Refugio Castañeda-Chávez,
  • Mario Diaz González,
  • Ángel Morán-Silva,
  • Fabiola Lango-Reynoso and
  • Olaya Pirene Castellanos-Onorio

11 September 2025

The Port of Veracruz, the main port in the Gulf of Mexico, has experienced a significant increase in its import and export operations, such as petroleum coke (Petcoke), a solid waste, mainly used in the steel industry. During the period of 2010&ndash...

  • Article
  • Open Access
4,215 Views
26 Pages

Water Surface Loss and Deforestation in the Brazilian Amazon Biome by Farming Expansion and Weak Legislation

  • Anderson Targino da Silva Ferreira,
  • Maria Carolina Hernandez Ribeiro,
  • Regina Célia de Oliveira,
  • Maurício Lamano Ferreira and
  • Cassiano Gustavo Messias

10 September 2025

The study examines the relationship between water surface loss and deforestation in the Brazilian Amazon, focusing on the expansion of farming (crops and agriculture, as well as pasture and livestock) and the impact of inadequate legislation from 198...

  • Article
  • Open Access
1 Citations
1,841 Views
25 Pages

9 September 2025

Lavender is a plant widely used in the cosmetic, pharmaceutical, and food industries, and it is also well known for producing nectar and pollen that bees use to make honey. However, due to increasingly adverse atmospheric conditions in recent years,...

  • Article
  • Open Access
2 Citations
2,297 Views
17 Pages

Soil Organic Carbon Storage in Different Land Uses in Tropical Andean Ecosystems and the Socio-Ecological Environment

  • Víctor Alfonso Mondragón Valencia,
  • Apolinar Figueroa Casas,
  • Diego Jesús Macias Pinto and
  • Rigoberto Rosas-Luis

8 September 2025

This study investigates the relationship between land use and soil organic carbon (SOC) storage in tropical Andean ecosystems, introducing a socio-ecological perspective to assess how community conservation perceptions influence SOC storage and contr...

  • Article
  • Open Access
870 Views
17 Pages

5 September 2025

Backward Lagrangian stochastic modeling is widely used to estimate emission rates from land surfaces to the atmosphere. It is also applied to calculate concentrations of pollutants due to known emission sources. A key component of this modeling techn...

  • Article
  • Open Access
1,010 Views
18 Pages

3 September 2025

In the exploitation of ion-adsorption rare earth ores, the environmental effects of leaching agents are key constraints for green mining. Understanding the release behavior of typical heavy metals from soils under leaching conditions is of great sign...

  • Article
  • Open Access
1,088 Views
15 Pages

1 September 2025

Understanding the dispersion of volcanic sulphur dioxide (SO2) plumes is crucial for assessing their environmental and climatic impacts. This study integrates satellite-based and reanalysis datasets to simulate as well as visualise the dispersion pat...

  • Article
  • Open Access
1,383 Views
24 Pages

22 August 2025

Frequent grassland fires have severely affected regional ecosystems as well as the production and living conditions of local residents. Grassland fire prevention capabilities constitute an integral part of the disaster prevention and mitigation syste...

  • Article
  • Open Access
1 Citations
1,184 Views
24 Pages

Morphodynamics, Genesis, and Anthropogenically Modulated Evolution of the Elfeija Continental Dune Field, Arid Southeastern Morocco

  • Rachid Amiha,
  • Belkacem Kabbachi,
  • Mohamed Ait Haddou,
  • Adolfo Quesada-Román,
  • Youssef Bouchriti and
  • Mohamed Abioui

19 August 2025

The Elfeija Dune Field (EDF) is a continental aeolian system in an arid region of southeastern Morocco. Studying this system is critical for understanding the effects of mounting climatic and anthropogenic pressures. This study provides a comprehensi...

  • Article
  • Open Access
1 Citations
1,515 Views
30 Pages

19 August 2025

Existing drainage systems have limited capacity to mitigate future climate change-induced flooding problems effectively. However, some studies have evaluated the effectiveness of integrating Water-Sensitive Urban Design (WSUD) with existing drainage...

  • Article
  • Open Access
2,500 Views
25 Pages

16 August 2025

Accurate soil moisture estimation is critical for precision agriculture and water resource management, yet traditional sampling methods are time-consuming, destructive, and provide limited spatial coverage. Ground Penetrating Radar (GPR) offers a pro...

  • Review
  • Open Access
1 Citations
5,021 Views
26 Pages

13 August 2025

Since 2005, landscape ecology has emerged as a structured scientific field in the Democratic Republic of Congo, notably shaped by the contributions of Professor Jan Bogaert. The evolution of research in this field can be divided into three main phase...

  • Article
  • Open Access
1 Citations
1,805 Views
17 Pages

Revealing Unproductive Areas in the Caatinga Biome: A Remote Sensing Approach to Monitoring Land Degradation in Drylands

  • Diêgo P. Costa,
  • Rodrigo N. Vasconcelos,
  • Soltan Galano Duverger,
  • Stefanie M. Herrmann,
  • Washington J. S. Franca Rocha,
  • Nerivaldo Afonso Santos,
  • Deorgia T. M. Souza,
  • André T. Cunha Lima and
  • Carlos A. D. Lentini

11 August 2025

Land degradation in drylands represents a critical environmental challenge, with persistent bare soil serving as a key indicator of ecosystem vulnerability, including in the Caatinga biome. This study maps and analyzes the spatial and temporal dynami...

  • Article
  • Open Access
2 Citations
4,946 Views
18 Pages

11 August 2025

The water–energy–food (WEF) nexus provides a critical framework for addressing the interconnected challenges of resource scarcity and sustainability in the face of global population growth and climate variability. This study investigates...

  • Article
  • Open Access
1 Citations
2,854 Views
20 Pages

10 August 2025

Quantifying land–atmosphere transport remains crucial for advancing climate prediction and weather forecasting efforts. To improve turbulent flux estimation, the anisotropy of turbulence is taken into consideration. The parameters xB and yB, wh...

  • Article
  • Open Access
1 Citations
1,778 Views
17 Pages

Local Perspectives on the Role of Dams in Altering River Ecosystem Services in West Africa

  • Jean Hounkpe,
  • Yaovi Aymar Bossa,
  • Félicien Djigbo Badou,
  • Flaurine Nouasse,
  • Koupamba Gisèle Sanni Sinasson,
  • Issoufou Yangouliba,
  • Afissétou L. D. Bio Salifou,
  • Irette Kodjogbe,
  • Yacouba Yira and
  • Daouda Mama
  • + 2 authors

7 August 2025

Water-related ecosystem services provide a broad range of benefits, including the mitigation of extreme hydrometeorological events, the provision of water for various uses, the support of tourism, and the provision of cultural services. This study as...

  • Article
  • Open Access
1,011 Views
20 Pages

Altitude and Temperature Drive Spatial and Temporal Changes in Vegetation Cover on the Eastern Tibetan Plateau

  • Yu Feng,
  • Hongjin Zhu,
  • Xiaojuan Zhang,
  • Feilong Qin,
  • Peng Ye,
  • Pengtao Niu,
  • Xueman Wang and
  • Songlin Shi

6 August 2025

The Tibetan Plateau (TP) is experiencing higher warming rates than elsewhere, which may affect regional vegetation growth. Particularly on the Eastern Tibetan Plateau (ETP), where the topography is diverse and rich in biodiversity, it is necessary to...

  • Essay
  • Open Access
1 Citations
2,482 Views
24 Pages

6 August 2025

The phenomenon of arable land non-agriculturalization has become increasingly severe, posing significant threats to the security of arable land resources and ecological sustainability. This study focuses on Dachang Hui Autonomous County in Langfang C...

  • Article
  • Open Access
4,749 Views
20 Pages

5 August 2025

Floods are among the most devastating hydrometeorological natural disasters worldwide, causing massive infrastructure and economic loss in low-lying, flood-prone developing countries like Bangladesh. Effective disaster mitigation relies on organized...

  • Article
  • Open Access
3 Citations
2,384 Views
23 Pages

4 August 2025

This study presents a hybrid approach to hydrological forecasting by integrating the physically based Soil and Water Assessment Tool (SWAT) model with Prophet time-series modeling and machine learning–based multi-output regression. Applied to t...

  • Commentary
  • Open Access
2,495 Views
9 Pages

1 August 2025

In early May 2025, extreme wildfires swept across Manitoba, Canada, fueled by unseasonably warm temperatures, prolonged drought, and stressed vegetation. We explore how multi-source satellite indicators—such as anomalies in snow cover, precipit...

  • Article
  • Open Access
2 Citations
2,941 Views
16 Pages

Application of an Orbital Remote Sensing Vegetation Index for Urban Tree Cover Mapping to Support the Tree Census

  • Cássio Filipe Vieira Martins,
  • Franciele Caroline Guerra,
  • Anderson Targino da Silva Ferreira and
  • Roger Dias Gonçalves

1 August 2025

Urban vegetation monitoring is essential for sustainable city planning but is often constrained by the high cost and limited frequency of field-based inventories. This study evaluates the use of the Normalized Difference Vegetation Index (NDVI), deri...

  • Article
  • Open Access
1 Citations
3,694 Views
20 Pages

The Recent Extinction of the Carihuairazo Volcano Glacier in the Ecuadorian Andes Using Multivariate Analysis Techniques

  • Pedro Vicente Vaca-Cárdenas,
  • Eduardo Antonio Muñoz-Jácome,
  • Maritza Lucia Vaca-Cárdenas,
  • Diego Francisco Cushquicullma-Colcha and
  • José Guerrero-Casado

1 August 2025

Climate change has accelerated the retreat of Andean glaciers, with significant recent losses in the tropical Andes. This study evaluates the extinction of the Carihuairazo volcano glacier (Ecuador), quantifying its area from 1312.5 m2 in September 2...

  • Article
  • Open Access
1,117 Views
27 Pages

National Multi-Scenario Simulation of Low-Carbon Land Use to Achieve the Carbon-Neutrality Target in China

  • Junjun Zhi,
  • Chenxu Han,
  • Qiuchen Yan,
  • Wangbing Liu,
  • Likang Zhang,
  • Zuyuan Wang,
  • Xinwu Fu and
  • Haoshan Zhao

1 August 2025

Refining the land use structure can boost land utilization efficiency and curtail regional carbon emissions. Nevertheless, prior research has predominantly concentrated on static linear planning analysis. It has failed to account for how future dynam...

  • Article
  • Open Access
1 Citations
1,597 Views
26 Pages

Predicting Landslide Susceptibility Using Cost Function in Low-Relief Areas: A Case Study of the Urban Municipality of Attecoube (Abidjan, Ivory Coast)

  • Frédéric Lorng Gnagne,
  • Serge Schmitz,
  • Hélène Boyossoro Kouadio,
  • Aurélia Hubert-Ferrari,
  • Jean Biémi and
  • Alain Demoulin

1 August 2025

Landslides are among the most hazardous natural phenomena affecting Greater Abidjan, causing significant economic and social damage. Strategic planning supported by geographic information systems (GIS) can help mitigate potential losses and enhance d...

  • Article
  • Open Access
1,507 Views
22 Pages

Physicochemical and Sediment Characterization of El Conejo Lagoon in Altamira, Tamaulipas, Mexico

  • Sheila Genoveva Pérez-Bravo,
  • Jonathan Soriano-Mar,
  • Ulises Páramo-García,
  • Luciano Aguilera-Vázquez,
  • Leonardo Martínez-Cardenas,
  • Claudia Araceli Dávila-Camacho and
  • María del Refugio Castañeda-Chávez

25 July 2025

Fresh water is vital for human activities; however, an increase in the contamination of water bodies has been observed, so it is necessary to monitor the degree of contamination and take measures to preserve it. In Altamira, Tamaulipas, the Guayalejo...

  • Article
  • Open Access
14 Citations
27,529 Views
24 Pages

23 July 2025

Amid global environmental changes, urbanisation erodes nature connectedness, an important driver of pro-environmental behaviours and human well-being, exacerbating human-made risks like biodiversity loss and climate change. This study introduces a no...

  • Article
  • Open Access
1 Citations
1,617 Views
25 Pages

Evolutionary-Assisted Data-Driven Approach for Dissolved Oxygen Modeling: A Case Study in Kosovo

  • Bruno da S. Macêdo,
  • Larissa Lima,
  • Douglas Lima Fonseca,
  • Tales H. A. Boratto,
  • Camila M. Saporetti,
  • Osman Fetoshi,
  • Edmond Hajrizi,
  • Pajtim Bytyçi,
  • Uilson R. V. Aires and
  • Leonardo Goliatt
  • + 2 authors

21 July 2025

Dissolved oxygen (DO) is widely recognized as a fundamental parameter in assessing water quality, given its critical role in supporting aquatic ecosystems. Accurate estimation of DO levels is crucial for effective management of riverine environments,...

  • Article
  • Open Access
1 Citations
2,826 Views
30 Pages

16 July 2025

Water scarcity, exacerbated by climate change, population growth, and competing sectoral demands, poses a major threat to agricultural sustainability, particularly in irrigated regions such as the Nile Delta in Egypt. Addressing this challenge requir...

  • Article
  • Open Access
1 Citations
2,955 Views
15 Pages

Land Use Land Cover (LULC) Mapping for Assessment of Urbanization Impacts on Cropping Patterns and Water Availability in Multan, Pakistan

  • Khawaja Muhammad Zakariya,
  • Tahir Sarwar,
  • Hafiz Umar Farid,
  • Raffaele Albano,
  • Muhammad Azhar Inam,
  • Muhammad Shoaib,
  • Abrar Ahmad and
  • Matlob Ahmad

14 July 2025

Urbanization is causing a decrease in agricultural land. This leads to changes in cropping patterns, irrigation water availability, and water allowance. Therefore, change in cropping pattern, irrigation water availability, and water allowance were in...

  • Article
  • Open Access
1,786 Views
19 Pages

Grasslands in Flux: A Multi-Decadal Analysis of Land Cover Dynamics in the Riverine Dibru-Saikhowa National Park Nested Within the Brahmaputra Floodplains

  • Imon Abedin,
  • Tanoy Mukherjee,
  • Shantanu Kundu,
  • Sanjib Baruah,
  • Pralip Kumar Narzary,
  • Joynal Abedin and
  • Hilloljyoti Singha

12 July 2025

In recent years, remote sensing and geographic information systems (GISs) have become essential tools for effective landscape management. This study utilizes these technologies to analyze land use and land cover (LULC) changes in Dibru-Saikhowa Natio...

  • Article
  • Open Access
1 Citations
2,472 Views
22 Pages

An Assessment of Bio-Physical and Social Drivers of River Vulnerability and Risks

  • Komali Kantamaneni,
  • John Whitton,
  • Sigamani Panneer,
  • Iqbal Ahmad,
  • Anil Gautam and
  • Debashish Sen

11 July 2025

In recent decades, the River Ganges in India has been heavily contaminated with domestic waste and industrial toxins because of cultural activities, a lack of community awareness, an absence of sewage disposal facilities, and rapid population growth....

  • Article
  • Open Access
3,717 Views
18 Pages

Development of Joint Rural Water Services in Finland, 1872–2022

  • Tapio S. Katko,
  • Vesa P. Arvonen,
  • Petri S. Juuti,
  • Riikka P. Juuti and
  • Eric J. Nealer

9 July 2025

Community-based systems present a key option for water services, especially in rural areas. Our goal is to achieve a state-of-the-art understanding of joint rural water supply development in Finland over 150 years. A mixed-methods approach was used:...

  • Article
  • Open Access
4 Citations
2,169 Views
28 Pages

Wildfire Susceptibility Mapping in Greece Using Ensemble Machine Learning

  • Panagiotis Symeonidis,
  • Thanasis Vafeiadis,
  • Dimosthenis Ioannidis and
  • Dimitrios Tzovaras

5 July 2025

This study explores the use of ensemble machine learning models to develop wildfire susceptibility maps (WFSMs) in Greece, focusing on their application as regressors. We provide a continuous assessment of wildfire risk, enhancing the interpretabilit...

  • Review
  • Open Access
9 Citations
8,062 Views
30 Pages

4 July 2025

Increasing global population and threat from climate change are imposing economic, social, and ecological challenges to global food production. The demand for food is increasing, necessitating enhanced agricultural production with minimal environment...

  • Article
  • Open Access
3 Citations
4,190 Views
29 Pages

Monitoring and Future Prediction of Land Use Land Cover Dynamics in Northern Bangladesh Using Remote Sensing and CA-ANN Model

  • Dipannita Das,
  • Foyez Ahmed Prodhan,
  • Muhammad Ziaul Hoque,
  • Md. Enamul Haque and
  • Md. Humayun Kabir

4 July 2025

Land use and land cover (LULC) in Northern Bangladesh have undergone substantial transformations due to both anthropogenic and natural drivers. This study examines historical LULC changes (1990–2022) and projects future trends for 2030 and 2054...

  • Article
  • Open Access
1,244 Views
16 Pages

3 July 2025

This study analyzes the evolution of hydrometeorological risks and severe weather events in Catalonia through an extensive review of 21,312 news reports aired by Televisió de Catalunya (TVC) between 1984 and 2019, 10,686 (50.1%) of which focus...

  • Article
  • Open Access
1 Citations
2,768 Views
18 Pages

Evaluation of Environmentally Important Elements from Glacial Ice-Water and Associated Glacial Sediments

  • Kashmala Jadoon,
  • Syeda Fazoon Kazmi,
  • Sidra Arshad,
  • Noor ul Huda Sajid,
  • Adnan Ahmad Tahir,
  • Özgür Doğan,
  • Alidehou Jerrold Agbankpe and
  • Rashid Nazir

2 July 2025

Glaciers are significant sources of fresh water on planet Earth. The Hindukush–Karakoram–Himalayan (HKH) glaciers provide the water supply to more than half of the human population of the globe, for agricultural activities, biodiversity s...

  • Review
  • Open Access
4 Citations
6,272 Views
32 Pages

2 July 2025

Danube River represents a critical axis of ecological and economic importance for the countries along its course. From this perspective, this paper aims to assess the most significant characteristics of the river and of its main tributaries, as well...

  • Article
  • Open Access
1 Citations
3,664 Views
25 Pages

Analysis of Baseline and Novel Boosting Models for Flood-Prone Prediction and Explainability: Case from the Upper Drâa Basin (Morocco)

  • Lahcen Goumghar,
  • Soufiane Hajaj,
  • Souad Haida,
  • Malika Kili,
  • Abdelaziz Mridekh,
  • Younes Khandouch,
  • Abdessamad Jari,
  • Abderrazak El Harti and
  • Bouabid El Mansouri

2 July 2025

Flooding poses significant challenges in semi-arid regions, where irregular rainfall patterns increase environmental vulnerability. This study explicitly aims to improve flood susceptibility mapping by integrating advanced machine learning (ML) algor...

  • Article
  • Open Access
1 Citations
1,890 Views
27 Pages

1 July 2025

This study aimed to evaluate the performance and robustness of the GR2m “Génie Rural à 2 paramètres au pas du temps Mensuel” rainfall–runoff model for simulating streamflow under past and future hydrometeorologi...

  • Article
  • Open Access
2 Citations
3,111 Views
20 Pages

Mangrove Ecosystems in the Maldives: A Nationwide Assessment of Diversity, Habitat Typology and Conservation Priorities

  • Aishath Ali Farhath,
  • S. Bijoy Nandan,
  • Suseela Sreelekshmi,
  • Mariyam Rifga,
  • Ibrahim Naeem,
  • Neduvelil Regina Hershey and
  • Remy Ntakirutimana

1 July 2025

This study presents the first comprehensive nationwide assessment of mangrove ecosystems in the Maldives. Surveys were conducted across 162 islands in 20 administrative atolls, integrating field data, the literature, and secondary sources to map mang...

  • Article
  • Open Access
2 Citations
5,782 Views
31 Pages

Mercury Contamination and Human Health Risk by Artisanal Small-Scale Gold Mining (ASGM) Activity in Gunung Pongkor, West Java, Indonesia

  • Tia Agustiani,
  • Susi Sulistia,
  • Agus Sudaryanto,
  • Budi Kurniawan,
  • Patrick Adu Poku,
  • Ahmed Elwaleed,
  • Jun Kobayashi,
  • Yasuhiro Ishibashi,
  • Yasumi Anan and
  • Tetsuro Agusa

1 July 2025

Artisanal small-scale gold mining (ASGM) is the largest source of global mercury (Hg) emissions. This study investigated Hg contamination in water, soil, sediment, fish, and cassava plants around ASGM sites in Gunung Pongkor, West Java, Indonesia. Hg...

  • Article
  • Open Access
4,341 Views
26 Pages

1 July 2025

Sustainable development is increasingly challenged by the growing threats of climate change. There is a close relationship between climate change, public health, and Sustainable Development Goals (SDGs). This study investigates the temperature anomal...

  • Article
  • Open Access
1 Citations
2,755 Views
28 Pages

Interpretation of a Machine Learning Model for Short-Term High Streamflow Prediction

  • Sergio Ricardo López-Chacón,
  • Fernando Salazar and
  • Ernest Bladé

1 July 2025

Machine learning models are increasingly used for streamflow prediction due to their promising performance. However, their data-driven nature makes interpretation challenging. This study explores the interpretability of a Random Forest model trained...

  • Article
  • Open Access
1 Citations
4,933 Views
22 Pages

Beyond Climate Reductionism: Environmental Risks and Ecological Entanglements in the Chittagong Hill Tracts of Bangladesh

  • Md. Nadiruzzaman,
  • Hosna J. Shewly,
  • Md. Bazlur Rashid,
  • Sharif A. Mukul and
  • Orchisman Dutta

30 June 2025

Although Bangladesh is frequently regarded as ‘ground zero’ for climate change, the Chittagong Hill Tracts (CHTs) have only recently been acknowledged for their environmental vulnerabilities, especially after the devastating rainfall and...

  • Article
  • Open Access
1 Citations
786 Views
20 Pages

29 June 2025

A vital step for any hydrochemical assessment is properly carrying out quality assurance and quality control (QA/QC) techniques to evaluate data confidence before performing the assessment. Understanding the processes governing groundwater evolution...

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Earth - ISSN 2673-4834