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  • Article
  • Open Access
7 Citations
2,614 Views
24 Pages

Automatic Extraction for Land Parcels Based on Multi-Scale Segmentation

  • Fei Liu,
  • Huizhong Lu,
  • Lilei Wu,
  • Rui Li and ,
  • Xinjun Wang and
  • Longxi Cao
  • + 1 author+ 0 author

30 January 2024

Different land parcels possess unique microclimates, soils, and biological conditions, which in turn significantly influence the land parcels themselves, impacting biodiversity, hydrological relationships, land degradation, geological disasters, and...

(This article belongs to the Special Issue Assessment and Monitoring of Land Degradation: Current Trends and Future Directions)
  • Article
  • Open Access
4 Citations
3,342 Views
17 Pages

Evaluation of Urban Commercial Land Use Intensification Based on Land Parcels: Taking Wuxi City as an Example

  • Haocong Wang,
  • Kening Wu,
  • Zhe Feng,
  • Huafu Zhao and ,
  • Hua Ai and
  • Chao Meng
  • + 1 author+ 0 author

15 August 2023

Intensive land use assessment is a key research topic in urban land use, and most of the existing studies focus on macro-level assessment. There is a lack of research on the micro-level assessment of intensive urban land use, especially at the parcel...

(This article belongs to the Special Issue Smart Land Use Planning II)
  • Article
  • Open Access
11 Citations
5,322 Views
14 Pages

Increase in the Value of Agricultural Parcels—Modelling and Simulation of the Effects of Land Consolidation Project

  • Mariusz Dacko,
  • Tomasz Wojewodzic,
  • Jacek Pijanowski,
  • Jarosław Taszakowski and ,
  • Aneta Dacko and
  • Jarosław Janus
  • + 1 author+ 0 author

In the theory and practice of valuation, it is commonly accepted that the key feature determining the value of agricultural land is its location, both general and in a specific part (zone) of a village. The model approach used in the present study ca...

(This article belongs to the Special Issue Contemporary Challenges of Agriculture and Rural Areas in the Context of Sustainable Development)
  • Article
  • Open Access
8 Citations
4,356 Views
20 Pages

25 September 2024

Agricultural land parcels (ALPs) are essential for effective agricultural management, influencing activities ranging from crop yield estimation to policy development. However, traditional methods of ALP delineation are often labor-intensive and requi...

(This article belongs to the Special Issue Advances in Multiple Sensor Fusion and Classification for Object Detection and Tracking)
  • Article
  • Open Access
3 Citations
2,671 Views
19 Pages

Research on Optimization of Processing Parcels of New Bare Land Based on Remote Sensing Image Change Detection

  • Lirong Liu,
  • Xinming Tang,
  • Yuhang Gan,
  • Shucheng You and ,
  • Zhengyu Luo,
  • Lei Du and
  • Yun He
  • + 2 authors+ 0 author

30 December 2022

To meet the demands of natural resource monitoring, land development supervision, and other applications for high-precision and high-frequency information extraction from constructed land change, this paper focused on automatic feature extraction and...

  • Article
  • Open Access
43 Citations
7,682 Views
22 Pages

Segment Anything Model Combined with Multi-Scale Segmentation for Extracting Complex Cultivated Land Parcels in High-Resolution Remote Sensing Images

  • Zhongxin Huang,
  • Haitao Jing,
  • Yueming Liu,
  • Xiaomei Yang and ,
  • Zhihua Wang,
  • Xiaoliang Liu,
  • Ku Gao and
  • Haofeng Luo
  • + 3 authors+ 0 author

20 September 2024

Accurate cultivated land parcel data are an essential analytical unit for further agricultural monitoring, yield estimation, and precision agriculture management. However, the high degree of landscape fragmentation and the irregular shapes of cultiva...

  • Article
  • Open Access
14 Citations
2,713 Views
21 Pages

Multi-Type Change Detection and Distinction of Cultivated Land Parcels in High-Resolution Remote Sensing Images Based on Segment Anything Model

  • Zhongxin Huang,
  • Xiaomei Yang,
  • Yueming Liu,
  • Zhihua Wang and ,
  • Yonggang Ma,
  • Haitao Jing and
  • Xiaoliang Liu
  • + 2 authors+ 0 author

24 February 2025

Change detection of cultivated land parcels is critical for achieving refined management of farmland. However, existing change detection methods based on high-resolution remote sensing imagery focus primarily on cultivation type changes, neglecting t...

  • Article
  • Open Access
9 Citations
4,189 Views
12 Pages

24 May 2019

Building Green Infrastructures (GIs) to reduce stormwater runoff has been recognized as an effective approach to mitigate the negative impact of urban sprawl. Due to the significant differences in urban land use, some Land Parcels (LPs) may have diff...

(This article belongs to the Special Issue Advances of Low Impact Development Practices in Urban Watershed)
  • Article
  • Open Access
12 Citations
3,478 Views
16 Pages

28 April 2021

Quantifying the urbanization level is an essential yet challenging task in urban studies because of the high complexity of this phenomenon. The urbanization degree has been estimated using a variety of social, economic, and spatial measures. Among th...

(This article belongs to the Section Multidisciplinary Applications)
  • Article
  • Open Access
822 Views
23 Pages

Probabilistic Modelling of Parcel Area Uncertainty: Implications for Land Administration and Urban Planning

  • Dimitrios Ampatzidis,
  • Aristotelis Vartholomaios,
  • Dionysia-Georgia Ch. Perperidou and
  • Nikolaos Demirtzoglou

Parcel area sits at the intersection of urban planning, land administration and land surveying. It underpins development intensity, floor area allocation, minimum lot thresholds, land readjustment and value capture mechanisms. Yet discrepancies betwe...

(This article belongs to the Topic Innovative Approaches in Geospatial Analysis and Modeling of Urban Environments)
  • Article
  • Open Access
56 Citations
7,706 Views
20 Pages

Development of a Parcel-Level Land Boundary Extraction Algorithm for Aerial Imagery of Regularly Arranged Agricultural Areas

  • Rokgi Hong,
  • Jinseok Park,
  • Seongju Jang,
  • Hyungjin Shin and ,
  • Hakkwan Kim and
  • Inhong Song
  • + 1 author+ 0 author

18 March 2021

The boundary extraction of an object from remote sensing imagery has been an important issue in the field of research. The automation of farmland boundary extraction is particularly in demand for rapid updates of the digital farm maps in Korea. This...

(This article belongs to the Special Issue Classification and Feature Extraction Based on Remote Sensing Imagery)
  • Article
  • Open Access
5 Citations
4,787 Views
17 Pages

20 September 2019

Forestland parcelization (i.e., a process by which large parcels of forestland ownership are divided into many small parcels) presents an increasing challenge to sustainable forest development in the United States. In Southeastern Ohio, forests also...

(This article belongs to the Special Issue Forest Degradation Monitoring)
  • Article
  • Open Access
1 Citations
2,487 Views
21 Pages

6 June 2025

The 1992 reform of the European Common Agricultural Policy (CAP) introduced the Land Parcel Identification System (LPIS), a geodatabase of land parcels used to monitor and regulate agricultural subsidies. Traditionally, the LPIS has relied on high-re...

(This article belongs to the Special Issue Remote and Proximal Sensing for Precision Agriculture and Viticulture(2nd Edition))
  • Article
  • Open Access
5 Citations
3,569 Views
38 Pages

Assessing Urban Land Parcel Dynamics Driven by Bus Rapid Transit (BRT) as an Exclusive Transit Route

  • Rana Tahir Mehmood,
  • Muhammad Zaly Shah,
  • Mehdi Moeinaddini,
  • Muhammad Mashhood Arif and ,
  • Ramine Chuhdary and
  • Mufeeza Tahira
  • + 1 author+ 0 author

25 November 2024

The addition of transit routes transforms urban development by disrupting the existing equilibrium that land parcels have achieved over time and promotes revitalization. It is based on the relationships between land parcel variables and transit route...

  • Article
  • Open Access
11 Citations
3,866 Views
31 Pages

Assessing the Bonitet of Cadastral Parcels for Land Reallocation in Urban Consolidation

  • Jelena Kilić Pamuković,
  • Katarina Rogulj and
  • Nikša Jajac

24 December 2020

Cadastral parcels valuation is a very important aspect when defining the priorities for the selection of newly formed parcels in the reallocation processes. Land reallocation involves a new redistribution of land parcels in the project implementation...

(This article belongs to the Section Urban Contexts and Urban-Rural Interactions)
  • Article
  • Open Access
30 Citations
5,751 Views
14 Pages

26 August 2019

Accurate estimations of the extent of agricultural land abandonment (ALA) are critical to the sustainable management of agricultural resources and forestry, the understanding of ALA determinants, and the development of future agricultural policies. A...

(This article belongs to the Special Issue Agricultural Land Abandonment: Patterns, Drivers and Consequences)
  • Article
  • Open Access
22 Citations
6,610 Views
28 Pages

Exploring the Effects of Transportation Supply on Mixed Land-Use at the Parcel Level

  • Yunes Almansoub,
  • Ming Zhong,
  • Asif Raza,
  • Muhammad Safdar and ,
  • Abdelghani Dahou and
  • Mohammed A. A. Al-qaness
  • + 1 author+ 0 author

27 May 2022

The interactive relationship between transportation and land use has become more difficult to understand and predict, due to the economic boom and corresponding fast-paced proliferation of private transportation and land-development activities. A lac...

(This article belongs to the Special Issue Spatial Planning and Land-Use Management)
  • Article
  • Open Access
21 Citations
10,288 Views
23 Pages

4 September 2020

Peri-urban agriculture (PUA) has been widely regarded as a sub-field of multifunctional agriculture for improving the sustainability of urban environments. However, urban sprawl has both negative and positive effects on peri-urban farming, and the re...

(This article belongs to the Special Issue Sustainability and Peri-Urban Agriculture)
  • Article
  • Open Access
3 Citations
2,884 Views
22 Pages

Object Identification in Land Parcels Using a Machine Learning Approach

  • Niels Gundermann,
  • Welf Löwe,
  • Johan E. S. Fransson,
  • Erika Olofsson and
  • Andreas Wehrenpfennig

25 March 2024

This paper introduces an AI-based approach to detect human-made objects and changes in these on land parcels. To this end, we used binary image classification performed by a convolutional neural network. Binary classification requires the selection o...

  • Article
  • Open Access
9 Citations
4,498 Views
17 Pages

12 November 2019

As the urban environment keeps growing, stormwater management programs have been adopted to address unregulated nonpoint runoff and pollutants across the world. Extensive studies on stormwater runoff and quality at smaller spatial scales exist, but a...

(This article belongs to the Section Urban Water Management)
  • Article
  • Open Access
15 Citations
4,215 Views
22 Pages

22 September 2020

Nighttime lights (NTL) create a unique footprint left by human activities, which can reflect the economic index and demographic characteristics of a country or region to some extent. It is of great significance to explore the impact of land features...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
15 Citations
6,634 Views
24 Pages

Urban Form, Growth, and Accessibility in Space and Time: Anatomy of Land Use at the Parcel-Level in a Small to Medium-Sized American City

  • Long Zhou,
  • Guoqiang Shen,
  • Yao Wu,
  • Robert Brown and ,
  • Tian Chen and
  • Chenyu Wang
  • + 1 author+ 0 author

3 December 2018

Using the City of Corvallis, Oregon, a small to medium sized American city, as a test-bed, this paper examines the City’s urban growth in relation to urban accessibility. This relationship is explored in an anatomic spatial-temporal fashion, ta...

(This article belongs to the Section Sustainable Urban and Rural Development)
  • Article
  • Open Access
12 Citations
6,081 Views
14 Pages

24 December 2019

Due to rapid, sprawling urban and industrial development, urbanization in China has led to serious environmental pollution with subsequent risks to human well-being. Landscapes comprised of intermingled residential and industrial areas are common acr...

(This article belongs to the Section Environmental Sustainability and Applications)
  • Article
  • Open Access
16 Citations
3,986 Views
15 Pages

Vertical Takeoff and Landing for Distribution of Parcels to Hospitals: A Case Study about Industry 5.0 Application in Israel’s Healthcare Arena

  • Michael Naor,
  • Gavriel David Pinto,
  • Pini Davidov,
  • Yuval Cohen and ,
  • Linor Izchaki,
  • Mukarram Hadieh and
  • Malak Ghaith
  • + 2 authors+ 0 author

31 May 2024

To gain a sustained competitive advantage, organizations such as UPS, Fedex, Amazon, etc., began to seek for industry 5.0 innovative autonomous delivery options for the last mile. Autonomous unmanned aerial vehicles are a promising alternative for th...

(This article belongs to the Special Issue Smart Sustainable Techniques and Technologies for Industry 5.0)
  • Feature Paper
  • Article
  • Open Access
55 Citations
11,277 Views
18 Pages

Agricultural Land Fragmentation at Urban Fringes: An Application of Urban-To-Rural Gradient Analysis in Adelaide

  • Suranga Wadduwage,
  • Andrew Millington,
  • Neville D. Crossman and
  • Harpinder Sandhu

16 April 2017

One of the major consequences of expansive urban growth is the degradation and loss of productive agricultural land and agroecosystem functions. Four landscape metrics—Percentage of Land (PLAND), Mean Parcel Size (MPS), Parcel Density (PD), and Modif...

(This article belongs to the Special Issue Urban Land Systems: An Ecosystems Perspective)
  • Article
  • Open Access
3 Citations
1,592 Views
18 Pages

16 December 2025

Reducing farmland abandonment and improving land resource utilization efficiency are critical pathways for safeguarding national food security. This study aims to identify the mechanism through which Land Consolidation (LC) affects farmers’ aba...

(This article belongs to the Section Land Socio-Economic and Political Issues)
  • Article
  • Open Access
467 Views
43 Pages

19 August 2026

Urban and peri-urban regions increasingly face climate-related pressures, competing land-use demands, and the need to expand renewable-energy infrastructure while maintaining agricultural land and landscape functions. Agrivoltaics, which combines pho...

(This article belongs to the Special Issue Climate-Adaptive Strategies for Sustainable Urban Resilience)
  • Article
  • Open Access
377 Citations
44,541 Views
18 Pages

Mapping Urban Land Use by Using Landsat Images and Open Social Data

  • Tengyun Hu,
  • Jun Yang,
  • Xuecao Li and
  • Peng Gong

17 February 2016

High-resolution urban land use maps have important applications in urban planning and management, but the availability of these maps is low in countries such as China. To address this issue, we have developed a protocol to identify urban land use fun...

(This article belongs to the Special Issue Remote Sensing of Human-Environment Interactions along the Urban-Rural Gradient)
  • Article
  • Open Access

3 November 2026

Ten US states and dozens of countries have adopted a goal of preserving 30 percent of their land and water resources by 2030. The US 30 × 30 effort seeks to permanently protect wildlife habitats, provide recreation opportunities, mitigate clima...

  • Article
  • Open Access
5 Citations
3,347 Views
17 Pages

Five Ways of Characterizing Agricultural Land Use Dynamics and Abandonment from Subsidy Data

  • Wenche E. Dramstad,
  • Neil Sang,
  • Henrik Forsberg-Mathiesen and
  • Anders Bryn

26 October 2021

Abandonment of agricultural land is a process described from different regions of many industrialized countries. Given the current focus on land use, land use change and food security, it appears highly relevant to develop improved tools to identify...

(This article belongs to the Section Land Planning and Landscape Architecture)
  • Article
  • Open Access
14 Citations
4,184 Views
21 Pages

Land efficient last mile delivery concepts are key to reducing the traffic in cities and to minimising its environmental impact. This paper proposes a decision support method that evaluates the autonomous delivery concept and applies it to one year&r...

(This article belongs to the Section Environmental Science and Engineering)
  • Article
  • Open Access
39 Citations
7,737 Views
16 Pages

28 October 2022

Urban green space (e.g., parks, farmland, gardens, etc.) design in different urban functional regions (e.g., residential land, commercial land, etc.) depends on different planning purposes. The changes in urban green spaces are highly related to urba...

(This article belongs to the Section Urban Remote Sensing)
  • Article
  • Open Access
24 Citations
9,045 Views
22 Pages

9 November 2012

A planning support system for land consolidation has been developed that has, at its heart, an expert system called LandSpaCES (Land Spatial Consolidation Expert System) which contains a “design module” that generates alternative land redistributions...

  • Article
  • Open Access
31 Citations
6,911 Views
18 Pages

Sampling Strategy for Detailed Urban Land Use Classification: A Systematic Analysis in Shenzhen

  • Mo Su,
  • Renzhong Guo,
  • Bin Chen,
  • Wuyang Hong and ,
  • Jiaqi Wang,
  • Yimei Feng and
  • Bing Xu
  • + 2 authors+ 0 author

8 May 2020

A heavy workload is required for sample collection for urban land use classification, and researchers are in urgent need of sampling strategies as a guide to achieve more effective work. In this paper, we make use of an urban land use survey to obtai...

(This article belongs to the Special Issue Urban Land Use Mapping and Analysis in the Big Data Era)
  • Article
  • Open Access
902 Views
24 Pages

Research on the Spatiotemporal-Coupled High-Resolution Remote Sensing Land Use Classification Method

  • Jiawang Yang,
  • Xiaodong Hu,
  • Weifeng Ma,
  • Jiancheng Luo and ,
  • Tianjun Wu,
  • Zhongbao Shi,
  • Hongfeng Yu,
  • Peijie Jin,
  • Qirui Tan and
  • Yufei Xu
  • + 5 authors+ 0 author

10 February 2026

High-spatial-resolution remote sensing imagery provides a data foundation for fine-grained land use classification. However, due to long revisit cycles and susceptibility to cloud cover, large-area imagery often suffers from temporal inconsistency, w...

  • Article
  • Open Access
16 Citations
5,719 Views
16 Pages

4 February 2022

Solar parks are well-defined areas developed in the high solar potential area, with the required infrastructure to minimize the potential threat for the developers. Land occupancy is a major concern for the solar park. The government policy mostly em...

(This article belongs to the Special Issue Sustainable Development of Solar Photovoltaic Islands’ Decarbonization)
  • Article
  • Open Access
21 Citations
8,625 Views
19 Pages

21 January 2020

The non-spatial information of cadastral maps must be repeatedly updated to monitor recent changes in land property and to detect illegal land registrations by tax evaders. Since non-spatial information, such as land category, is usually updated by f...

(This article belongs to the Special Issue Remote Sensing for Land Administration)
  • Article
  • Open Access
16 Citations
2,731 Views
20 Pages

24 September 2024

Assuming that settlement morphologies and landscape structures are the result of economic transformations, the present study illustrates a statistical framework investigating metropolitan growth due to the inherent changes in landscape configurations...

  • Article
  • Open Access
5 Citations
3,420 Views
40 Pages

Modeling Impact of Transportation Infrastructure-Based Accessibility on the Development of Mixed Land Use Using Deep Neural Networks: Evidence from Jiang’an District, City of Wuhan, China

  • Yunes Almansoub,
  • Ming Zhong,
  • Muhammad Safdar,
  • Asif Raza and ,
  • Abdelghani Dahou and
  • Mohammed A. A. Al-qaness
  • + 1 author+ 0 author

31 October 2023

Mixed land use (MLU) plays a crucial role in fostering a sustainable urban development, vibrant communities, and efficient land utilization, providing a viable solution for smart growth, inclusive public transit, and urban sustainability. This study...

(This article belongs to the Special Issue Towards Green and Smart Cities: Urban Transport and Land Use)
  • Article
  • Open Access
12 Citations
6,369 Views
24 Pages

Grid-Based Essential Urban Land Use Classification: A Data and Model Driven Mapping Framework in Xiamen City

  • Xi Wang,
  • Bin Chen,
  • Xuecao Li,
  • Yuxin Zhang and ,
  • Xianyao Ling,
  • Jie Wang,
  • Weimin Li,
  • Wu Wen and
  • Peng Gong
  • + 4 authors+ 0 author

3 December 2022

Accurate and timely mapping of essential urban land use categories (EULUC) is vital to understanding urban land use distribution, pattern, and composition. Recent advances in leveraging big open data and machine learning algorithms have demonstrated...

(This article belongs to the Special Issue Geo-Information in Smart Societies and Environment)
  • Article
  • Open Access
1 Citations
3,190 Views
32 Pages

15 November 2025

The article examines mechanisms for reorganizing leased agricultural land in Ukraine and Germany to foster sustainable agricultural structures. Both countries face distinct challenges: Ukraine confronts the dual challenge of war-related land rehabili...

  • Article
  • Open Access
1 Citations
3,691 Views
20 Pages

23 April 2021

This work deals with the dichotomy between integration and fragmentation caused by artificial elements in the cultural landscapes, especially minor rural roads. In Europe, the rural matrix dominates the configuration of landscapes, and the agents of...

(This article belongs to the Special Issue Landscape Fragmentation and Sustainable Environmental Assessment)
  • Article
  • Open Access
42 Citations
9,471 Views
19 Pages

For most sub-Saharan African (SSA) cities, in order to control the historically unplanned urban growth and stimulate sustainable future urban development, there is a need for accurate identification of the past and present urban land use (ULU). Howev...

  • Article
  • Open Access
4 Citations
2,069 Views
38 Pages

23 January 2026

Understanding when and where to shift land from agriculture to forestry is essential for designing sustainable land use strategies that align with climate, biodiversity, and rural development goals. However, traditional profitability comparisons rely...

  • Feature Paper
  • Article
  • Open Access
4 Citations
3,200 Views
14 Pages

8 November 2023

Urban vacancies have been a concern for neighborhood distress and economic decline and have gained more recent attention as potential green infrastructure is known to benefit communities in diverse ways. To investigate this, this study looked into th...

  • Article
  • Open Access
23 Citations
4,684 Views
23 Pages

29 May 2021

Explicit spatial information about crop types on smallholder farms is important for the development of local precision agriculture. However, due to highly fragmented and heterogeneous cropland landscapes, fine-scale mapping of smallholder crops, base...

(This article belongs to the Special Issue Geographic Data Analysis and Modeling in Remote Sensing)
  • Article
  • Open Access
16 Citations
6,153 Views
22 Pages

A Parcel-Level Model for Ranking and Allocating Urban Land-Uses

  • Jamshid Maleki,
  • Farshad Hakimpour and
  • Zohreh Masoumi

Urban land-use allocation is a complicated problem due to the variety of land-uses, a large number of parcels, and different stakeholders with diverse and conflicting interests. Various approaches and techniques have been proposed for the optimizatio...

  • Article
  • Open Access
11 Citations
3,563 Views
19 Pages

24 May 2023

Rural industrialization is one of the core drivers of urban and rural spatial evolution and economic transformation in China. Given the background of stock and reduction planning, the development of rural industrial land, which has long relied on lan...

(This article belongs to the Special Issue The Sustainable Development of Villages and Small Towns under the Situation of Population Contraction)
  • Article
  • Open Access
7 Citations
6,438 Views
18 Pages

Users’ Assessment of Orthoimage Photometric Quality for Visual Interpretation of Agricultural Fields

  • Agnieszka Tarko,
  • Sytze De Bruin,
  • Dominique Fasbender,
  • Wim Devos and
  • Arnold K. Bregt

21 April 2015

Land cover identification and area quantification are key aspects of implementing the European Common Agriculture Policy. Legitimacy of support provided to farmers is monitored using the Land Parcel Identification System (LPIS), with land cover ident...

  • Communication
  • Open Access
6 Citations
4,520 Views
20 Pages

A Block-Scale FFT Filter Based on Spatial Autocorrelation Features of Speckle Noise in SAR Image

  • Xigang Wang,
  • Zhiguo Meng,
  • Si Chen,
  • Zhuangzhuang Feng and ,
  • Xinbiao Li,
  • Tianhao Guo,
  • Chunmei Wang and
  • Xingming Zheng
  • + 3 authors+ 0 author

31 December 2022

In order to reduce the impact of noise on the accuracy of inversion products based on SAR images, many filtering algorithms have been developed for noise reduction of SAR images. This paper proposes a filtering method based on the spatial autocorrela...

(This article belongs to the Special Issue Advance in SAR Image Despeckling)

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