[HTML][HTML] Forest species map** and area proportion estimation combining Sentinel-2 harmonic predictors and national forest inventory data

S Francini, MJ Schelhaas, E Vangi, BJ Lerink… - International Journal of …, 2024 - Elsevier
European forest monitoring is a central topic nowadays due to the critical role that forests
can play in combatting climate change. Crucial information on forests is the number of tree …

Multi-resolution gridded maps of vegetation structure from GEDI

P Burns, CR Hakkenberg, SJ Goetz - Scientific Data, 2024 - nature.com
Large-extent maps of three-dimensional vegetation structure are important for
understanding the hydrologic cycle, climate, carbon fluxes, and habitat. We aggregated over …

[HTML][HTML] Estimation of Above-Ground Biomass for Pinus densata Using Multi-Source Time Series in Shangri-La Considering Seasonal Effects

C Chen, Y He, J Zhang, D Xu, D Han, Y Liao, L Luo… - Forests, 2023 - mdpi.com
Forest above-ground biomass (AGB) is the basis of terrestrial carbon storage estimation,
and making full use of the seasonal characteristics of remote sensing imagery can improve …

High-resolution estimation of PM2. 5 concentrations across China using multiple machine learning approaches and model fusion

L Meng, X Xu, X Huang, X Li, X Chang, D Xu - Atmospheric Pollution …, 2024 - Elsevier
Accurate estimation of fine particulate matter (PM 2.5) concentrations can provide necessary
data sources for epidemiological studies and environmental management decisions …

Two-stage, model-assisted estimation using remotely sensed auxiliary data

RE McRoberts, E Næsset, J Heikkinen… - Remote Sensing of …, 2024 - Elsevier
The utility of remotely sensed auxiliary data for increasing the precision of sample-based
inventory estimates of population parameters is well-established. To this end, the model …

Early detection of bark beetle infestation using UAV-borne multispectral imagery: A case study on the spruce forest in the Czech Republic

T Klouček, R Modlinger, M Zikmundová… - Frontiers in Forests …, 2024 - frontiersin.org
Over the last decade, biotic disturbances caused by bark beetles have represented a
serious environmental and economic issue in Central Europe. Great efforts are expended on …

Diagnosis of the accuracy of land cover classification using bootstrap resampling

T Yang, B Han, X He, Z Ye, Y Tang, J Lin… - International Journal of …, 2024 - Taylor & Francis
Since the 1970s, there has been a long history of assessing the accuracy of remotely
sensed land cover types. Various accuracy assessment methods have been proposed …

Characterizing post-fire northern boreal forest height dynamics

M Queinnec, NC Coops, JC White - International Journal of …, 2024 - Taylor & Francis
The forest structure of Canada's northern unmanaged boreal forests are not well
characterized despite their critical importance for ecosystem services such as carbon …

[HTML][HTML] Small field plots can cause substantial uncertainty in gridded aboveground biomass products from airborne lidar data

KC Cushman, S Saatchi, RE McRoberts… - Remote Sensing, 2023 - mdpi.com
Emerging satellite radar and lidar platforms are being developed to produce gridded
aboveground biomass (AGB) predictions that are poised to expand our understanding of …

[HTML][HTML] Nexus of certain model-based estimators in remote sensing forest inventory

Y Zheng, Z Hou, G Ståhl, RE McRoberts, W Zeng… - Forest Ecosystems, 2024 - Elsevier
Remote sensing (RS) facilitates forest inventory across a wide range of variables required
by the UNFCCC as well as by other agreements and processes. The Conventional model …