Xinlian Liang

Environmental Science · Physical Sciences

44h-index7.5kcitations169works8.22yr avg
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Research Topics

Remote Sensing and LiDAR Applications(140), Forest ecology and management(86), Forest Ecology and Biodiversity Studies(55), 3D Surveying and Cultural Heritage(45), Remote Sensing in Agriculture(29)

Publications169 total

Empowering tree-scale monitoring over large areas: Individual tree delineation from high-resolution imagery
ISPRS Journal of Photogrammetry and Remote Sensing·2026· 1 citedOpen Access
Under-canopy UAV Solutions for Forest Inventory – Challenges and Opportunities
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Scale‐dependent controls on forest gaps shaped by large trees and topographic heterogeneity
Ecological Applications·2025
Integrating forest inventory and <scp>LiDAR</scp> observations to uncover the role of plant traits on cooling and humidifying effects in urban area
Journal of Applied Ecology·2025· 2 cited
Fine-grained individual tree crown segmentation based on high-resolution images
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025· 2 citedOpen Access
Terrestrial and mobile laser scanning for national forest inventories: From theory to implementation
Remote Sensing of Environment·2025· 8 citedOpen Access
A novel method for ULS-TLS forest point cloud registration based on height context descriptor
Forest Ecosystems·2025· 3 citedOpen Access
Individual tree extraction through 3D promptable segmentation networks
Methods in Ecology and Evolution·2025· 1 citedOpen Access
Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection
2025· 2 cited
Theory and Demonstration of High Aperture Efficiency Dual-Band Leaky-Wave Antenna with Open Stopband Suppression
Chinese Journal of Electronics·2025
Influence of data and methods on high-resolution imagery-based tree species recognition considering phenology: The case of temperate forests
Remote Sensing of Environment·2025· 17 citedOpen Access
TreeAI: a global database for tree species annotations and high-resolution aerial imagery
2025Open Access
Author response for "Individual tree extraction through 3D promptable segmentation networks"
2025
Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection
arXiv (Cornell University)·2025Open Access
Robust Multisource Forest Point Cloud Registration With Distribution Similarity Analysis
IEEE Transactions on Geoscience and Remote Sensing·2025· 2 cited
Individual Tree Segmentation From Airborne LiDAR Data Based on Automatic Treetop Detection and Simulated Stem-Branch Points Compensation
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025Open Access
Author response for "Individual tree extraction through 3D promptable segmentation networks"
2024
A global product of 150-m urban building height based on spaceborne lidar
Scientific Data·2024· 12 citedOpen Access
Accuracy fluctuations of ICESat-2 height measurements in time series
International Journal of Applied Earth Observation and Geoinformation·2024· 4 citedOpen Access
The ISPRS International Contest on Individual Tree Crown Segmentation using High-Resolution Images and the Initial Findings
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2024Open Access
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Frequent Co-authors

Juha Hyyppä(37), Yunsheng Wang(23), Harri Kaartinen(23), Xiaowei Yu(22), Antero Kukko(20), Markus Holopainen(18), Ville Kankare(15), Mikko Vastaranta(15), Jiri Pyörälä(14), Anttoni Jaakkola(12), Ninni Saarinen(8), Matti Lehtomäki(7), Jingbin Liu(7), Hannu Hyyppä(7), Martin Mokroš(5), Eija Honkavaara(5), Juho‐Pekka Virtanen(4), Matti Vaaja(4), Masato Katoh(3), Ville Luoma(3)