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60 Results Found

  • Technical Note
  • Open Access
1,012 Views
16 Pages

A Hybrid RNN-CNN Approach with TPI for High-Precision DEM Reconstruction

  • Ruizhe Cao,
  • Chunjing Yao,
  • Hongchao Ma,
  • Bin Guo,
  • Jie Wang and
  • Junhao Xu

9 August 2025

Digital elevation models (DEMs), as the fundamental unit of terrain morphology, are crucial for understanding surface processes and for land use planning. However, automated classification faces challenges due to inefficient terrain feature extractio...

  • Article
  • Open Access
39 Citations
7,510 Views
28 Pages

1 September 2020

In the past decade, Light Detection and Ranging (lidar) has fundamentally changed our ability to remotely detect archaeological features and deepen our understanding of past human-environment interactions, settlement systems, agricultural practices,...

  • Article
  • Open Access
25 Citations
4,092 Views
20 Pages

7 September 2021

Remote sensing plays an increasingly key role in the determination of soil organic carbon (SOC) stored in agriculturally managed topsoils at the regional and field scales. Contemporary Unmanned Aerial Systems (UAS) carrying low-cost and lightweight m...

  • Article
  • Open Access
4 Citations
1,600 Views
15 Pages

Investigation of the Relationship between Topographic and Forest Stand Characteristics Using Aerial Laser Scanning and Field Survey Data

  • Botond Szász,
  • Bálint Heil,
  • Gábor Kovács,
  • Dávid Heilig,
  • Gábor Veperdi,
  • Diána Mészáros,
  • Gábor Illés and
  • Kornél Czimber

2 September 2024

The article thoroughly investigates the relationships between terrain features and tree measurements derived from aerial laser scanning (ALS) data and field surveys in a 1067-hectare forested area. A digital elevation model (DEM) was generated from A...

  • Article
  • Open Access
10 Citations
2,372 Views
16 Pages

How Does Topography Affect the Value of Ecosystem Services? An Empirical Study from the Qihe Watershed

  • Li Li,
  • Yonghui Li,
  • Lan Yang,
  • Ying Liang,
  • Wenliang Zhao and
  • Guanyu Chen

Topographic position indices (TPIs) measure essential impacts on ecosystem service supply capacity. The identification of changes in ecosystem services and value metrics under varying TPIs has become a topical subject of global change research. Multi...

  • Article
  • Open Access
4 Citations
1,837 Views
23 Pages

Topographic Position Index Predicts Within-Field Yield Variation in a Dryland Cereal Production System

  • Jacob A. Macdonald,
  • David M. Barnard,
  • Kyle R. Mankin,
  • Grace L. Miner,
  • Robert H. Erskine,
  • David J. Poss,
  • Sushant Mehan,
  • Adam L. Mahood and
  • Maysoon M. Mikha

27 May 2025

Agricultural systems exhibit a large degree of within-field yield variability. We require a better understanding of the drivers of this variability in order to optimally manage croplands. We investigated drivers of sub-field spatial variability in yi...

  • Article
  • Open Access
52 Citations
8,451 Views
22 Pages

Accuracy Assessment of Landform Classification Approaches on Different Spatial Scales for the Iranian Loess Plateau

  • Tanja Kramm,
  • Dirk Hoffmeister,
  • Constanze Curdt,
  • Sedigheh Maleki,
  • Farhad Khormali and
  • Martin Kehl

An accurate geomorphometric description of the Iranian loess plateau landscape will further enhance our understanding of recent and past geomorphological processes in this strongly dissected landscape. Therefore, four different input datasets for fou...

  • Article
  • Open Access
5 Citations
7,172 Views
23 Pages

Lava Flow Roughness on the 2014–2015 Lava Flow-Field at Holuhraun, Iceland, Derived from Airborne LiDAR and Photogrammetry

  • Muhammad Aufaristama,
  • Ármann Höskuldsson,
  • Magnus Orn Ulfarsson,
  • Ingibjörg Jónsdóttir and
  • Thorvaldur Thordarson

Roughness can be used to characterize the morphologies of a lava flow. It can be used to identify lava flow features, provide insight into eruption conditions, and link roughness pattern across a lava flow to emplacement conditions. In this study, we...

  • Article
  • Open Access
2 Citations
1,394 Views
16 Pages

12 February 2025

The evaluation of ecological environment quality (EEQ) is an important method to determine regional eco-environment status, and topography, as one of the key factors affecting eco-environment, has an impact on the EEQ by influencing hydrothermal cond...

  • Article
  • Open Access
4 Citations
2,956 Views
22 Pages

25 September 2022

Error evaluation is essential for the improvement and application of the Integrated Multi-satellitE Retrievals for the Global Precipitation Measurement (IMERG) Version 06 daily precipitation estimates, including early-, late-, and final-run products...

  • Proceeding Paper
  • Open Access
655 Views
9 Pages

Ravine forests are key to conserving biodiversity and maintaining ecosystem processes in fragmented landscapes. Here, we evaluated the phenology of plant species in the Los Nogales Nature Sanctuary (Lo Barnechea, Chile) using Sentinel-2 images (2019&...

  • Article
  • Open Access
10 Citations
3,207 Views
39 Pages

3 August 2023

This case study focuses on the area of El Plateado near the city of Loja, Ecuador, where landslides with a high impact on infrastructures require monitoring and control. The main objectives of this work are the characterization of the landslide and t...

  • Article
  • Open Access
857 Views
14 Pages

Identifying landslide boundaries and morphological features using traditional methods is labor-intensive, costly, and often limited—especially in areas altered by human activity or covered with dense vegetation. In such cases, modern remote sen...

  • Article
  • Open Access
6 Citations
7,676 Views
26 Pages

Advancing Cave Detection Using Terrain Analysis and Thermal Imagery

  • J. Judson Wynne,
  • Jeff Jenness,
  • Derek L. Sonderegger,
  • Timothy N. Titus,
  • Murzy D. Jhabvala and
  • Nathalie A. Cabrol

8 September 2021

Since the initial experiments nearly 50 years ago, techniques for detecting caves using airborne and spacecraft acquired thermal imagery have improved markedly. These advances are largely due to a combination of higher instrument sensitivity, modern...

  • Article
  • Open Access
114 Citations
7,009 Views
23 Pages

15 October 2018

The occurrence of landslide in the hilly region of South Korea is a matter of serious concern. This study tries to produce landslide susceptibility maps for Jumunjin Country in South Korea. Three machine learning algorithms, namely Logistic Regressio...

  • Article
  • Open Access
441 Views
17 Pages

24 November 2025

A UAV LiDAR dataset offers unparalleled possibilities for accurate topographic modeling and land suitability analysis in spatial planning. This study uses UAV LiDAR for high-resolution DSM and DTM modeling of the Goranci area in Bosnia and Herzegovin...

  • Article
  • Open Access
7 Citations
5,729 Views
36 Pages

Continuity, Resilience, and Change in Rural Settlement Patterns from the Roman to Islamic Period in the Sicani Mountains (Central-Western Sicily)

  • Angelo Castrorao Barba,
  • Carla Aleo Nero,
  • Giuseppina Battaglia,
  • Luca Zambito,
  • Ludovica Virga,
  • Alessandra Messina,
  • Marco Cangemi and
  • Giuseppe Bazan

21 March 2024

This study aims to analyze the dynamics of change in settlement models from the Roman, late antique, and Byzantine periods, focusing on how these transformations influenced the formation of Islamic societies in the rural landscapes of western Sicily....

  • Article
  • Open Access
37 Citations
11,055 Views
26 Pages

Estimation of Above Ground Biomass in a Tropical Mountain Forest in Southern Ecuador Using Airborne LiDAR Data

  • Víctor González-Jaramillo,
  • Andreas Fries,
  • Jörg Zeilinger,
  • Jürgen Homeier,
  • Jhoana Paladines-Benitez and
  • Jörg Bendix

24 April 2018

A reliable estimation of Above Ground Biomass (AGB) in Tropical Mountain Forest (TMF) is still complicated, due to fast-changing climate and topographic conditions, which modifies the forest structure within fine scales. The variations in vertical an...

  • Article
  • Open Access
75 Citations
10,195 Views
20 Pages

GIS-Based Site Selection for Check Dams in Watersheds: Considering Geomorphometric and Topo-Hydrological Factors

  • Omid Rahmati,
  • Zahra Kalantari,
  • Mahmood Samadi,
  • Evelyn Uuemaa,
  • Davoud Davoudi Moghaddam,
  • Omid Asadi Nalivan,
  • Georgia Destouni and
  • Dieu Tien Bui

13 October 2019

Check dams are widely used watershed management measures for reducing flood peak discharge and sediment transport, and increasing lag time and groundwater recharge throughout the world. However, identifying the best suitable sites for check dams with...

  • Communication
  • Open Access
1 Citations
1,354 Views
11 Pages

Evaluating an Innovative ICT System for Monitoring Small-Scale Forest Operations: Preliminary Tests in Mediterranean Oak Coppices

  • Rodolfo Picchio,
  • Rachele Venanzi,
  • Aurora Bonaudo,
  • Lorenzo Travisani,
  • Vincenzo Civitarese and
  • Francesco Latterini

29 May 2024

The application of modern technologies to increase the overall sustainability of forest operations is known as precision forest harvesting. Precision forest harvesting can be a very powerful tool; however, it requires modern forest machinery, which i...

  • Article
  • Open Access
5 Citations
3,491 Views
20 Pages

20 May 2022

The characterization of prehistoric human behavior in terms of habitation practices using GIS cartography methods is an important aspect of any modern geoarchaeological approach. Furthermore, using unmanned aerial vehicle (UAV) surveys to identify ar...

  • Article
  • Open Access
5 Citations
3,002 Views
24 Pages

24 September 2024

Flash floods are catastrophic phenomena that pose a serious risk to coastal infrastructures, towns, villages, and cities. This study assesses the risk of flash floods in the ungauged Mekkah province region based on specific and effective morphometric...

  • Article
  • Open Access
1 Citations
4,295 Views
25 Pages

17 October 2024

Flash flood hazard assessment is a critical component of disaster risk management, particularly in regions vulnerable to extreme rainfall and climatic events. This study focuses on evaluating the flash flood susceptibility of the Rabigh area, located...

  • Technical Note
  • Open Access
2 Citations
3,753 Views
15 Pages

The Architectural Layout and Degree of Preservation of the Sanctuary of Pachacamac Archaeological Complex (2nd to 16th Centuries AD, Peru) from the Morphometric Analysis of Orthophotogrammetric Data

  • Luigi Magnini,
  • Pierdomenico Del Gaudio,
  • Maria Ilaria Pannaccione Apa,
  • Denise Pozzi-Escot,
  • Janet Oshiro,
  • Rommel Angeles and
  • Guido Ventura

27 December 2024

Archaeological complexes are characterized by different degrees of damage related to both natural events and anthropogenic triggers. The damage may be assessed through direct observation or remotely acquired data. Here, we present a morphometric anal...

  • Feature Paper
  • Article
  • Open Access
54 Citations
12,179 Views
26 Pages

9 October 2017

The main goal of this work was to identify the areas that are most susceptible to desertification in a part of the Algerian steppe, and to quantitatively assess the key factors that contribute to this desertification. In total, 139 desertified zones...

  • Article
  • Open Access
35 Citations
5,930 Views
32 Pages

Data Mining and Statistical Approaches in Debris-Flow Susceptibility Modelling Using Airborne LiDAR Data

  • Usman Salihu Lay,
  • Biswajeet Pradhan,
  • Zainuddin Bin Md Yusoff,
  • Ahmad Fikri Bin Abdallah,
  • Jagannath Aryal and
  • Hyuck-Jin Park

7 August 2019

Cameron Highland is a popular tourist hub in the mountainous area of Peninsular Malaysia. Most communities in this area suffer frequent incidence of debris flow, especially during monsoon seasons. Despite the loss of lives and properties recorded ann...

  • Article
  • Open Access
9 Citations
3,339 Views
12 Pages

10 November 2020

Different natural environmental variables affect the spatial distribution of soil organic carbon (SOC), which has strong spatial heterogeneity and non-stationarity. Additionally, the soil organic carbon density (SOCD) has strong spatial varying relat...

  • Article
  • Open Access
8 Citations
4,099 Views
24 Pages

9 October 2022

Interferometry Synthetic Aperture Radar (InSAR) is an advanced remote sensing technique for studying the earth’s surface topography and deformations; it is used to generate high-quality Digital Elevation Models (DEMs). DEMs are a crucial and pr...

  • Article
  • Open Access

Combining ALS and Satellite Data to Develop High-Resolution Forest Growth Potential Maps for Plantation Stands in Western Canada

  • Faezeh Khalifeh Soltanian,
  • Luiz Henrique Terezan,
  • Colin E. Chisholm,
  • Pamela Dykstra,
  • William H. MacKenzie and
  • Che Elkin

26 January 2026

Mapping forest growth potential across varying environments is challenging, especially when field measurements are limited. In this study, we integrated Airborne Laser Scanning (ALS) terrain derivatives and Sentinel-2 spectral indices to model Site I...

  • Article
  • Open Access
19 Citations
4,738 Views
15 Pages

17 October 2019

Differing levels of humidity, sunlight exposure or temperature in different areas of mountain ranges are fundamental to the existence of particular vegetation types. A better understanding of even local variability of trees may bring significant bene...

  • Article
  • Open Access
32 Citations
9,845 Views
18 Pages

Lineament Extraction from Digital Terrain Derivate Model: A Case Study in the Girón–Santa Isabel Basin, South Ecuador

  • Michelle Del Pilar Villalta Echeverria,
  • Ana Gabriela Viña Ortega,
  • Erwin Larreta,
  • Paola Romero Crespo and
  • Maurizio Mulas

28 October 2022

Geological lineaments are linear or curvilinear surfaces that are considered a superficial expression of discontinuities on the earth’s surface. The extraction of lineaments from remotely sensed satellite data is one of the most frequently used...

  • Article
  • Open Access
22 Citations
3,973 Views
20 Pages

11 March 2021

Based on Himawari-8 Sea Surface Temperature (SST) data and the semi-automatic Topographic Position Index (TPI)-based mapping method, this study maps the significant coastal upwelling in the northern South China Sea (NSCS). The results show that the M...

  • Article
  • Open Access
10 Citations
4,126 Views
21 Pages

26 September 2019

An integrated geomorphological and geospatial study was performed in order to map fluvial landforms in a sector of Lama Lamasinata close to the town of Binetto in the Murge Basse karst (metropolitan area of Bari, Apulia, Southern Italy). This study d...

  • Article
  • Open Access
55 Citations
5,512 Views
23 Pages

22 February 2022

This study investigated the performances of different techniques, including random forest (RF), support vector machine (SVM), maximum entropy (maxENT), gradient-boosting machine (GBM), and logistic regression (LR), for landslide susceptibility mappin...

  • Article
  • Open Access
8 Citations
1,331 Views
17 Pages

Effects of Microtopography on Neighborhood Diversity and Competition in Subtropical Forests

  • Jianing Xu,
  • Haonan Zhang,
  • Yajun Qiao,
  • Huanhuan Yuan,
  • Wanggu Xu and
  • Xin Xia

11 March 2025

Forests are complex systems in which subtle variations in terrain can reveal much about plant community structure and interspecific interactions. Despite a wealth of studies focusing on broad-scale environmental gradients, the role of fine-scale topo...

  • Feature Paper
  • Article
  • Open Access
1 Citations
3,022 Views
18 Pages

28 December 2019

The drainage basins of Greece are analyzed in terms of hierarchy and discussed in view of Tsallis Entropy. This concept has been successfully used in a variety of complex systems, where fractality, memory and long-range interactions are dominant. The...

  • Communication
  • Open Access
7 Citations
3,771 Views
12 Pages

25 February 2021

For decades, the presence of a seasonal intrusion of the East Australian Current (EAC) has been disputed. In this study, with a Topographic Position Index (TPI)-based image processing technique, we use a 26-year satellite Sea Surface Temperature (SST...

  • Article
  • Open Access
1 Citations
1,611 Views
19 Pages

12 December 2024

Monitoring groundwater pollution is an important issue in terms of analyzing threats to protected, environmentally valuable areas. The topographical and environmental characteristics of a given area are often mentioned among the factors affecting the...

  • Article
  • Open Access
8 Citations
3,370 Views
18 Pages

Assessing Forest Road Network Suitability in Relation to the Spatial Occurrence of Wildfires in Mediterranean Forest Ecosystems

  • Mohsen Mostafa,
  • Mario Elia,
  • Vincenzo Giannico,
  • Raffaele Lafortezza and
  • Giovanni Sanesi

22 May 2024

Identifying the relationship between forest roads and wildfires in forest ecosystems is a crucial priority to integrate suppression and prevention within wildfire management. In various investigations, the interaction of these elements has been studi...

  • Article
  • Open Access
126 Views
19 Pages

To address the challenge of obtaining high-spatiotemporal-resolution and high-precision temperature grids for agricultural meteorological monitoring, this research focuses on rice heat stress monitoring with the China Meteorological Administration La...

  • Article
  • Open Access
19 Citations
6,375 Views
27 Pages

8 May 2023

Evaluating and predicting the occurrence and spatial remarks of climate and rainfall-related destructive hazards is a big challenge. Periodically, Sinai Peninsula is suffering from natural risks that enthuse researchers to provide the area more atten...

  • Article
  • Open Access
42 Citations
7,640 Views
26 Pages

A Multidisciplinary Approach for Groundwater Potential Mapping in a Fractured Semi-Arid Terrain (Kerdous Inlier, Western Anti-Atlas, Morocco)

  • Khalid Benjmel,
  • Fouad Amraoui,
  • Ali Aydda,
  • Amine Tahiri,
  • Mohamed Yousif,
  • Biswajeet Pradhan,
  • Kamal Abdelrahman,
  • Mohammed S. Fnais and
  • Mohamed Abioui

12 May 2022

This study is focused on developing an approach for spatial mapping of groundwater by considering four types of factors (geological, topographical, hydrological, and climatic factors), and by using different bivariate statistical models, such as freq...

  • Article
  • Open Access
10 Citations
4,148 Views
18 Pages

4 January 2022

The evolution of the coastal fringe is closely linked to the impact of climate change, specifically increases in sea level and storm intensity. The anthropic pressure that is inflicted on these fragile environments strengthens the risk. Therefore, nu...

  • Article
  • Open Access
3 Citations
2,294 Views
20 Pages

27 December 2023

Gully erosion poses severe problems for land degradation in several areas worldwide. This study aims to evaluate the accuracy and robustness of the maximum entropy (MaxEnt) method for assessing gully erosion susceptibility. We selected the catchment...

  • Article
  • Open Access
42 Citations
8,943 Views
20 Pages

Remote Sensing Exploration of Nb-Ta-LREE-Enriched Carbonatite (Epembe/Namibia)

  • Robert Zimmermann,
  • Melanie Brandmeier,
  • Louis Andreani,
  • Kombada Mhopjeni and
  • Richard Gloaguen

28 July 2016

On the example of the Epembe carbonatite-hosted Nb-Ta-LREE deposit, we demonstrate the use of hyperspectral reflectance data and geomorphic indicators for improving the accuracy of remote sensing exploration data of structurally-controlled critical r...

  • Article
  • Open Access
62 Citations
5,971 Views
35 Pages

Application of Probabilistic and Machine Learning Models for Groundwater Potentiality Mapping in Damghan Sedimentary Plain, Iran

  • Alireza Arabameri,
  • Jagabandhu Roy,
  • Sunil Saha,
  • Thomas Blaschke,
  • Omid Ghorbanzadeh and
  • Dieu Tien Bui

14 December 2019

Groundwater is one of the most important natural resources, as it regulates the earth’s hydrological system. The Damghan sedimentary plain area, located in the region of a semi-arid climate of Iran, has very critical conditions of groundwater d...

  • Article
  • Open Access
23 Citations
4,740 Views
34 Pages

13 October 2023

Landslides pose significant and serious geological threat disasters worldwide, threatening human lives and property; China is particularly susceptible to these disasters. This paper focuses on Pengyang County, which is situated in the Ningxia Hui Aut...

  • Article
  • Open Access
29 Citations
7,399 Views
21 Pages

15 April 2019

The landforms of the Earth’s surface ranging from large-scale features to local topography are factors that influence human behavior in terms of habitation practices. The ability to extract geomorphological settings using geoinformatic techniqu...

  • Article
  • Open Access
21 Citations
8,190 Views
29 Pages

Insights for Landfill Site Selection Using GIS: A Case Study in the Tanjero River Basin, Kurdistan Region, Iraq

  • Arsalan Ahmed Othman,
  • Ahmed K. Obaid,
  • Diary Ali Mohammed Al-Manmi,
  • Mohammad Pirouei,
  • Sarkawt Ghazi Salar,
  • Veraldo Liesenberg,
  • Ahmed F. Al-Maamar,
  • Ahmed T. Shihab,
  • Younus I. Al-Saady and
  • Zaid T. Al-Attar

15 November 2021

The increasing world population and the growing quantity of solid waste have become a challenging problem facing governments and policy makers because of the scarcity of suitable sites for new landfills and the negative perception of these sites by t...

  • Article
  • Open Access
10 Citations
3,400 Views
20 Pages

7 October 2022

In qualitative–quantitative assessment of geodiversity, geomorphology describes landscape forms suggesting specific locations as geosites. However, all digital elevation models (DEM) contain information only about altitude and coordinate systems, whi...

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