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1,296 Results Found

  • Article
  • Open Access
21 Citations
4,465 Views
25 Pages

3 July 2020

Landscape is increasingly characterized by a multifaced nature. In scientific literature and landscape governance, new landscape definitions are often coined to explain new meanings and to define specific intervention strategies and tools. The presen...

  • Article
  • Open Access
12 Citations
5,915 Views
14 Pages

10 September 2015

We describe how several metrics are possible in thermodynamic state space but that only one, Weinhold’s, has achieved widespread use. Lengths calculated based on this metric have been used to bound dissipation in finite-time (irreversible) processes...

  • Review
  • Open Access
5 Citations
4,594 Views
21 Pages

Selecting Graph Metrics with Ecological Significance for Deepening Landscape Characterization: Review and Applications

  • Felipe de la Barra,
  • Audrey Alignier,
  • Sonia Reyes-Paecke,
  • Andrea Duane and
  • Marcelo D. Miranda

25 February 2022

The usual approaches to describing and understanding ecological processes in a landscape use patch-mosaic models based on traditional landscape metrics. However, they do not consider that many of these processes cannot be observed without considering...

  • Article
  • Open Access
1,363 Views
34 Pages

Landscape metrics are one of the main tools for studying changes in the landscape and the ecological structure of the territory. However, the calculation of some metrics yields significantly different values depending on the configuration of the &ldq...

  • Article
  • Open Access
23 Citations
6,523 Views
21 Pages

12 December 2020

Visual pollution (VP) in the form of outdoor advertisements (OA) is a threat to landscape physiognomy. Despite their proven usefulness in landscape aesthetic studies, landscape metrics have not yet been applied to address the phenomenon of VP. To fil...

  • Article
  • Open Access
15 Citations
7,759 Views
22 Pages

Relevance of the Cell Neighborhood Size in Landscape Metrics Evaluation and Free or Open Source Software Implementations

  • Paolo Zatelli,
  • Stefano Gobbi,
  • Clara Tattoni,
  • Maria Giulia Cantiani,
  • Nicola La Porta,
  • Duccio Rocchini,
  • Nicola Zorzi and
  • Marco Ciolli

Landscape metrics constitute one of the main tools for the study of the changes of the landscape and of the ecological structure of a region. The most popular software for landscape metrics evaluation is FRAGSTATS, which is free to use but does not h...

  • Article
  • Open Access
8 Citations
3,652 Views
15 Pages

Towards a Core Set of Landscape Metrics of Urban Land Use in Wuhan, China

  • Shiwei Shao,
  • Mengting Yu,
  • Yimin Huang,
  • Yiheng Wang,
  • Jing Tian and
  • Chang Ren

In this study, we investigate the urban landscape patterns in Wuhan, China based on the land use data in the vector format. Using the approach of landscape metric analysis, we calculate forty-four vector-based landscape metrics and then reduce redund...

  • Article
  • Open Access
38 Citations
5,037 Views
14 Pages

Non-point source pollution is the main factor causing water quality deterioration. Landscape patterns affect the transmission of non-point source pollutants. Many studies have been carried out to analyze the correlation between landscape patterns and...

  • Article
  • Open Access
40 Citations
8,971 Views
20 Pages

15 July 2013

The delineation of shifting cultivation landscapes using remote sensing in mountainous regions is challenging. On the one hand, there are difficulties related to the distinction of forest and fallow forest classes as occurring in a shifting cultivati...

  • Feature Paper
  • Article
  • Open Access
12 Citations
3,513 Views
14 Pages

7 November 2021

Landscape metrics have been used for years in research on the evolution of landscapes. They are also important in the process of monitoring changes taking place in the functional and spatial structure of rural areas. The main aim of this article is t...

  • Article
  • Open Access
629 Views
20 Pages

11 October 2025

Ecological restoration of the Loess Plateau plays a pivotal role in mitigating land degradation and promoting regional sustainability. In this study, landscape pattern metrics were integrated into the MaxEnt model to evaluate the influence of landsca...

  • Article
  • Open Access
19 Citations
4,394 Views
14 Pages

Calculating the Wasserstein Metric-Based Boltzmann Entropy of a Landscape Mosaic

  • Hong Zhang,
  • Zhiwei Wu,
  • Tian Lan,
  • Yanyu Chen and
  • Peichao Gao

26 March 2020

Shannon entropy is currently the most popular method for quantifying the disorder or information of a spatial data set such as a landscape pattern and a cartographic map. However, its drawback when applied to spatial data is also well documented; it...

  • Article
  • Open Access
39 Citations
6,707 Views
18 Pages

Improvement in Satellite Image-Based Land Cover Classification with Landscape Metrics

  • András Gudmann,
  • Nándor Csikós,
  • Péter Szilassi and
  • László Mucsi

31 October 2020

The use of an object-based image analysis (OBIA) method has recently become quite common for classifying high-resolution remote-sensed images. However, despite OBIA’s segmentation being equally useful for analysing medium-resolution images, it...

  • Article
  • Open Access
14 Citations
7,923 Views
20 Pages

14 September 2015

Jordan is characterized as a “water scarce” country. Therefore, conserving ecosystem services such as water regulation and soil retention is challenging. In Jordan, rainwater harvesting has been adapted to meet those challenges. However, the spatial...

  • Article
  • Open Access
37 Citations
10,352 Views
20 Pages

Rural Settlement Subdivision by Using Landscape Metrics as Spatial Contextual Information

  • Xinyu Zheng,
  • Bowen Wu,
  • Melanie Valerie Weston,
  • Jing Zhang,
  • Muye Gan,
  • Jinxia Zhu,
  • Jinsong Deng,
  • Ke Wang and
  • Longmei Teng

16 May 2017

Multiple policy projects have changed land use and land cover (LULC) in China’s rural regions over the past years, resulting in two types of rural settlements: new-fashioned and old-fashioned. Precise extraction of and discrimination between these tw...

  • Article
  • Open Access
75 Citations
10,397 Views
21 Pages

Comparison of Landscape Metrics for Three Different Level Land Cover/Land Use Maps

  • Elif Sertel,
  • Raziye Hale Topaloğlu,
  • Betül Şallı,
  • Irmak Yay Algan and
  • Gül Aslı Aksu

This research aims to investigate how different landscape metrics are affected by the enhancement of the thematic classes in land cover/land use (LC/LU) maps. For this aim, three different LC/LU maps based on three different levels of CORINE (Coordin...

  • Article
  • Open Access
5 Citations
4,277 Views
25 Pages

17 December 2019

Due to changing precipitation patterns induced by climate change, urban planners are confronted with new challenges to effectively mitigate rainfall runoff. An important knowledge gap that needs to be addressed before tackling these challenges is how...

  • Article
  • Open Access
29 Citations
9,175 Views
19 Pages

1 February 2016

Often landscape metrics are not thoroughly evaluated with respect to remote sensing data characteristics, such as their behavior in relation to variation in spatial and temporal resolution, number of land cover classes or dominant land cover categori...

  • Article
  • Open Access
6 Citations
1,665 Views
19 Pages

24 January 2025

Understanding vegetation heterogeneity dynamics is crucial for assessing ecosystem resilience, biodiversity patterns, and the impacts of environmental changes on landscape functions. While previous studies primarily focused on NDVI pixel trends, shif...

  • Article
  • Open Access
32 Citations
9,064 Views
23 Pages

13 April 2017

Urban villages (UVs), the main settlements of rural migrant workers and low-income groups in metropolitan areas of China, have become of major concern to city managers and researchers due to the rapid urbanization in recent years. A clear understandi...

  • Article
  • Open Access
21 Citations
6,650 Views
19 Pages

Discrimination of Settlement and Industrial Area Using Landscape Metrics in Rural Region

  • Xinyu Zheng,
  • Yang Wang,
  • Muye Gan,
  • Jing Zhang,
  • Longmei Teng,
  • Ke Wang,
  • Zhangquan Shen and
  • Ling Zhang

15 October 2016

Detailed and precise information of land-use and land-cover (LULC) in rural area is essential for land-use planning, environment and energy management. The confusion in mapping residential and industrial areas brings problems in energy management, en...

  • Article
  • Open Access
1,304 Views
33 Pages

Using Landscape Metrics of Pixel Scale Land Cover Extracted from High Spatial Resolution Images to Classify Block-Level Urban Land Use

  • Haofeng Luo,
  • Xiaomei Yang,
  • Zhihua Wang,
  • Yueming Liu,
  • Huifang Zhang,
  • Ku Gao and
  • Qingyang Zhang

18 May 2025

Block-level urban land use classification (BLULUC), like residential and commercial classification, is highly useful for urban planners. It can be achieved in the form of high-frequency full coverage without biases based on the data of high-spatial-r...

  • Article
  • Open Access
3 Citations
2,052 Views
20 Pages

This paper explores how landscape risk and habitat quality vary in coastal areas with strong anthropogenic disturbance based on a case study. We analyze the temporal–spatial variations of habitat quality and ecological risk in the coastal regio...

  • Article
  • Open Access
20 Citations
4,414 Views
19 Pages

10 June 2022

Rapid urbanization is causing changes in green spaces and ecological connectivity. So far, urban ecosystem research has mainly focused on using landscape metrics (LM) in two-dimensional (2D) space. Our study proposes three-dimensional (3D) measures o...

  • Article
  • Open Access
11 Citations
5,781 Views
13 Pages

The quantification of spatial heterogeneity can be used to examine the structure of ecological systems. The 2008 Wenchuan earthquake caused severe vegetation damage. In addition to simply detecting change, the magnitude of changes must also be examin...

  • Article
  • Open Access
8 Citations
4,227 Views
25 Pages

9 August 2019

Research Highlights: In this study, we classified natural forest into four forest types using time-series multi-source remotely sensed data through a proposed semi-supervised model developed and validated for mapping forest types and assessing forest...

  • Proceeding Paper
  • Open Access
2 Citations
2,985 Views
11 Pages

26 November 2024

Rapid urbanization causes a high concentration of human population and economic activities that lead to the changes in landscape and spatial growth of the cities. Landscape features play a key role in understanding the land use and land cover (LULC)...

  • Article
  • Open Access
9 Citations
2,595 Views
19 Pages

Integrating Landscape Pattern Metrics to Map Spatial Distribution of Farmland Soil Organic Carbon on Lower Liaohe Plain of Northeast China

  • Xiaochen Liu,
  • Zhenxing Bian,
  • Zhentao Sun,
  • Chuqiao Wang,
  • Zhiquan Sun,
  • Shuang Wang and
  • Guoli Wang

5 July 2023

Accurate digital mapping of farmland soil organic carbon (SOC) contributes to sustainable agricultural development and climate change mitigation. Farmland landscape pattern has changed greatly under anthropogenic influence, which should be considered...

  • Technical Note
  • Open Access
6 Citations
3,096 Views
14 Pages

5 January 2023

The monitoring of irrigated areas still represents a complex and laborious challenge in land use classification. The extent and location of irrigated areas vary in both methodology and scale. One major reason for discrepancies is the choice of spatia...

  • Article
  • Open Access
4 Citations
2,682 Views
19 Pages

Evaluating the Environmental Quality of Forest Remnants Using Landscape Metrics

  • Regina Márcia Longo,
  • Alessandra Leite da Silva,
  • Admilson Irio Ribeiro,
  • Raissa Caroline Gomes,
  • Fabricio Camillo Sperandio and
  • Adélia N. Nunes

12 February 2024

Forest remnants are hotspots of biodiversity and play an important role in providing services such as regulating the climate, reducing surface runoff, helping erosion control, protecting and contributing to the balance of ecosystems, and other functi...

  • Article
  • Open Access
544 Views
32 Pages

29 November 2025

Achieving carbon neutrality has become one of the core objectives in contemporary urban development and sustainable growth, underscoring the importance of clarifying the relationship between urban green space landscape metrics and plant carbon seques...

  • Article
  • Open Access
24 Citations
13,260 Views
31 Pages

26 August 2009

The objectives of the study are to integrate the conditional Latin Hypercube Sampling (cLHS), sequential Gaussian simulation (SGS) and spatial analysis in remotely sensed images, to monitor the effects of large chronological disturbances on spatial c...

  • Article
  • Open Access
21 Citations
6,648 Views
15 Pages

16 July 2017

The regular patterns of soil erosion tend to change at different scales of observation, affecting the mechanism of soil erosion and its evolution characteristics. This phenomenon has essential scientific significance for the rational allocation of la...

  • Article
  • Open Access
18 Citations
5,552 Views
21 Pages

The Chenyulan watershed, located in the central mountain area of Taiwan, has been suffering from earthquakes, typhoons, and heavy rainfalls in recent decades. These sequential natural disturbances have a cumulative impact on the watershed, leading to...

  • Article
  • Open Access
31 Citations
8,998 Views
16 Pages

11 March 2024

Cities in the Global South are experiencing profound demographic shifts, rapid economic growth, and unchecked urban sprawl, resulting in significant transformations in peri-urban landscapes. This paper focuses on assessing the impacts of chaotic urba...

  • Article
  • Open Access
686 Views
20 Pages

27 October 2025

Urban green spaces (UGS) are pivotal to urban sustainability, yet their morphology—patch size, shape, and configuration—remains insufficiently linked to institutional drivers. We investigate how land tenure strength shapes UGS morphology...

  • Article
  • Open Access
70 Citations
12,127 Views
24 Pages

28 January 2015

Despite the unprecedented rate of urbanization throughout the world, human society is still facing the challenge of coordinating urban socioeconomic development and ecological conservation. In this article, we integrated socioeconomic data and spatia...

  • Article
  • Open Access
12 Citations
4,650 Views
24 Pages

15 April 2022

An increasing amount of Brazilian rainforest is being lost or degraded for various reasons, both anthropogenic and natural, leading to a loss of biodiversity and further global consequences. Especially in the Brazilian state of Mato Grosso, soy produ...

  • Article
  • Open Access
3 Citations
5,100 Views
26 Pages

16 February 2020

This paper documents a water:energy greenhouse gas (GHG) metric methodology for a decentralized non-potable water system that was developed as part of a Professional Doctorate in Engineering (DEng) research project by the first author. The project id...

  • Article
  • Open Access
7 Citations
10,161 Views
21 Pages

24 March 2023

The analysis of spatiotemporal changes of landscape patterns is of great significance for forest protection. However, the selection of landscape metrics is often subjective, and existing composite landscape metrics rarely consider the effects of spat...

  • Article
  • Open Access
8 Citations
2,862 Views
17 Pages

21 May 2020

This study assesses the changes in the spatial structure of the landscape between 1825 and 2019 in the isolated, protected forest complex of the Niemodlin Forests. Based on the analysis of changes in this structure, a change the supporting ecosystem...

  • Article
  • Open Access
27 Citations
5,334 Views
20 Pages

13 December 2017

Landscape metrics are useful tools in investigating spatial structure and in describing the heterogeneity of landscapes, but are sensitive to grain size. Thus, it is necessary to determine the appropriate grain size before researching landscape patte...

  • Feature Paper
  • Article
  • Open Access
1 Citations
2,327 Views
15 Pages

Understanding the spatial and seasonal dynamics of surface water bodies is imperative for addressing water security challenges in water-scarce regions. This study aimed to evaluate the efficacy of multi-date Sentinel-2-derived spectral indices, speci...

  • Article
  • Open Access
19 Citations
9,528 Views
18 Pages

6 December 2013

Mapping large areas for planning and conservation is a challenge undergoing rapid transformation. For centuries, the creation of broad-extent maps was the near-exclusive domain of expert specialist cartographers, who painstakingly delineated regions...

  • Article
  • Open Access
7 Citations
4,738 Views
21 Pages

Is There an Equivalence between Measures of Landscape Structural and Functional Connectivity for Plants in Conservation Assessments of the Cerrado?

  • Thais Martins Issii,
  • Erico Fernando Lopes Pereira-Silva,
  • Carlos Tomás López de Pablo,
  • Rozely Ferreira dos Santos and
  • Elisa Hardt

18 November 2020

Landscape connectivity can be assessed based on the physical connection (structural connectivity) or the maintenance of flow among habitats depending on the species (functional connectivity). The lack of empirical data on the dispersal capacity of sp...

  • Article
  • Open Access
10 Citations
1,894 Views
26 Pages

Dynamic Quantification and Characterization of Spatial Heterogeneity in Mid-Sized Urban Landscape of India

  • Diksha,
  • Varun Narayan Mishra,
  • Deepak Kumar,
  • Maya Kumari,
  • Bashar Bashir,
  • Malay Pramanik and
  • Mohamed Zhran

22 November 2024

Quantifying landscape features and linking them to ecological processes is a key goal of landscape ecology. Urbanization, socio-economic growth, political influences, and morphology have extended built-up and urban regions from the core to the bounda...

  • Data Descriptor
  • Open Access
3 Citations
2,788 Views
13 Pages

29 July 2024

Understanding past landscape changes is crucial to promote agroecological landscape transitions. This study analyzes past land cover changes (LCCs) alongside subsequent degradation and improvements in the study area. The input land cover (LC) data we...

  • Article
  • Open Access
4 Citations
3,025 Views
12 Pages

23 November 2022

The Asian longhorned beetle (ALB), Anoplophora glabripennis (Motschulsky), is one of the most harmful invasive alien species attacking hardwood trees. Increasing human activities have caused changes in the landscape patterns of ALB habitats, disrupti...

  • Article
  • Open Access
11 Citations
6,339 Views
15 Pages

Combining multivariable statistics and geostatistics with landscape metrics, we attempted to quantify the spatial pattern of urbanization in the city of Niamey, Niger. Landscape metrics provided local quantification of both landscape composition and...

  • Article
  • Open Access
1 Citations
2,556 Views
17 Pages

This paper presents a streamlined approach to describing potential habitats for red deer (Cervus elaphus) in situations where in situ data collected through observations and monitoring are absent or insufficient. The main objectives of this study wer...

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