A Novel Standardized Collaborative Online Model for Processing and Analyzing Remotely Sensed Images in Geographic Problems DOI Open Access

Xueshen Zhang,

Qiulan Wu, Feng Zhang

et al.

Electronics, Journal Year: 2023, Volume and Issue: 12(21), P. 4394 - 4394

Published: Oct. 24, 2023

In recent years, remote sensing image processing technology has developed rapidly, and the variety of images increased. Solving a geographic problem often requires multiple to be used together. For an analyst, it is difficult become proficient in types images. Therefore, necessary have analysts collaborate solve problems. However, as result naturally large volumes data computer resources they consume for analysis, present barrier collaboration multidisciplinary undertakings analysts. As result, during development collaborative analysis process, achieve online images, well standardize process. To address above issues, hierarchical framework was this paper. This defined clear structure, identifies what kinds activities participants can engage successfully conduct processes. addition, process construction model were assist creating standard order demonstrate feasibility effectiveness model, paper post-disaster assessment that utilizes radar optical real forest fire event. based on BPMN2.0 OGC dual standards. Based results, proposed provides with well-defined stages guide participants’ mutual collaboration. Additionally, help develop standardized terms structure information interactions.

Language: Английский

Iterative integration of deep learning in hybrid Earth surface system modelling DOI
Min Chen, Zhen Qian, Niklas Boers

et al.

Nature Reviews Earth & Environment, Journal Year: 2023, Volume and Issue: 4(8), P. 568 - 581

Published: July 11, 2023

Language: Английский

Citations

56

Visual attention-guided augmented representation of geographic scenes: a case of bridge stress visualization DOI
Weilian Li, Jun Zhu, Qing Zhu

et al.

International Journal of Geographical Information Science, Journal Year: 2024, Volume and Issue: 38(3), P. 527 - 549

Published: Jan. 17, 2024

Efficient geovisualization is beneficial for understanding geospatial phenomena, an important research direction GISers and Cartographers. However, the current on overemphasizes visual effects while neglecting prominent representation of crucial information failing to consider user's cognitive workload processing. Following laws perception human eyes, this article proposes a attention-guided augmented approach geographic scenes that involves area interest computation, background simplification, compound graphic variables. Finally, we select bridge stress visualization as case study experimental analysis. The results eye-tracking show could draw participants' attention areas in short time, increasing their duration fixations accuracy completing given tasks. These findings suggest our can enhance scenes' efficiency, offers new idea theoretical studies geovisualization, holds promising potential broader application various geographical phenomena visualization.

Language: Английский

Citations

21

Exploring geospatial digital twins: a novel panorama-based method with enhanced representation of virtual geographic scenes in Virtual Reality (VR) DOI
Jinbin Zhang, Jun Zhu, Yuxuan Zhou

et al.

International Journal of Geographical Information Science, Journal Year: 2024, Volume and Issue: 38(11), P. 2301 - 2324

Published: Aug. 1, 2024

An important step in implementing geospatial digital twins is to enhance the expressiveness of virtual geographical scenes for physical world. However, existing cannot quickly express dynamically changing geographic environment remote users due inefficient handling modeling processes, user perception, and sharing. The research analysed concept characteristics twins, constructed scene ontology, based on which we developed spatiotemporal semantic rules designed a dynamic annotation algorithm representation scenes. Finally, investigated real-time transmission method panoramic video 5 G used immersive reality (IVR) realize experience immersion We selected specific containing multiple typical entities develop three prototype systems experimental analyses. results showed that proposed enabled view VR device. average latency this process was 14.72 seconds. Compared with by traditional methods, experiments advantageous comprehensiveness, timeliness, photorealism abilities user's perception.

Language: Английский

Citations

10

Promoting forest landscape dynamic prediction with an online collaborative strategy DOI
Zaiyang Ma, Chunyan Wu, Min Chen

et al.

Journal of Environmental Management, Journal Year: 2024, Volume and Issue: 352, P. 120083 - 120083

Published: Jan. 18, 2024

Language: Английский

Citations

6

A two-dimensional four-quadrant assessment method to explore the spatiotemporal coupling and coordination relationship of human activities and ecological environment DOI

Kexin Lei,

Huaiqing Zhang,

Hanqing Qiu

et al.

Journal of Environmental Management, Journal Year: 2024, Volume and Issue: 370, P. 122362 - 122362

Published: Sept. 7, 2024

Language: Английский

Citations

5

Documentation strategy for facilitating the reproducibility of geo-simulation experiments DOI

Zhiyi Zhu,

Min Chen, Zhen Qian

et al.

Environmental Modelling & Software, Journal Year: 2023, Volume and Issue: 163, P. 105687 - 105687

Published: March 28, 2023

Language: Английский

Citations

11

A Framework for Assessing the Computational Reproducibility of Geo-Simulation Experiments DOI
Zhiyi Zhu, Min Chen,

Guangjin Ren

et al.

Environmental Modelling & Software, Journal Year: 2025, Volume and Issue: unknown, P. 106323 - 106323

Published: Jan. 1, 2025

Language: Английский

Citations

0

An open-source platform for geospatial participatory modeling in the cloud DOI Creative Commons
Corey T. White, Anna Petrášová, Vaclav Petras

et al.

Environmental Modelling & Software, Journal Year: 2023, Volume and Issue: 167, P. 105767 - 105767

Published: June 27, 2023

Participatory modeling facilitates the co-production of knowledge and action by engaging stakeholders in research. However, spatial dimensions socio-environmental systems decision-making are challenging to incorporate participatory models, as developing interactive geospatial models requires specialized knowledge. Yet, many society's most pressing complex problems require that is geospatial. Existing online applications have broadened audiences who can engage with but often do not provide a robust framework for model development. Here, we develop an open-source platform, OpenPlains, address barriers participation enabling researchers remove data aggregation user engagement. OpenPlains consists six new libraries: django-actina, grass-js-client, react-openplains, react-ol, openplains-cli. We demonstrate through two web work anywhere contiguous United States: spatial–temporal watershed analysis application urban growth forecasting application.

Language: Английский

Citations

9

A Novel and Extensible Remote Sensing Collaboration Platform: Architecture Design and Prototype Implementation DOI Creative Commons

Wenqi Gao,

Ninghua Chen, Jianyu Chen

et al.

ISPRS International Journal of Geo-Information, Journal Year: 2024, Volume and Issue: 13(3), P. 83 - 83

Published: March 8, 2024

Geospatial data, especially remote sensing (RS) are of significant importance for public services and production activities. Expertise is critical in processing raw generating geospatial information, acquiring domain knowledge other applications. However, existing service platforms more oriented towards the professional users implementation process final application. Building appropriate geographic applications non-professionals remains a challenge. In this study, data architecture designed that links desktop information system (GIS) software cloud-based to construct an efficient user collaboration platform. Based on scalability platform, four web apps with different themes developed. Data fields ecology, oceanography, geology uploaded platform by users. pilot phase, gap between non-specialized experts successfully bridged, demonstrating platform’s powerful interactivity visualization. The paper finally evaluates capability building spatial infrastructures (SDI) based GeoNode discusses current limitations. support three-dimensional improvement metadata creation management, fostering open geo-community next steps.

Language: Английский

Citations

3

An open online simulation strategy for hydrological ensemble forecasting DOI
Yuanqing He, Min Chen, Yongning Wen

et al.

Environmental Modelling & Software, Journal Year: 2024, Volume and Issue: 174, P. 105975 - 105975

Published: Feb. 10, 2024

Language: Английский

Citations

2