List of works - Svetlana Saarela

A new prediction-based variance estimator for two-stage model-assisted surveys of forest resources

scientific article

Assessing Error Correlations in Remote Sensing-Based Estimates of Forest Attributes for Improved Composite Estimation

scientific article

Assessing Error Correlations in Remote Sensing-Based Estimates of Forest Attributes for Improved Composite Estimation

Assessing components of the model-based mean square error estimator for remote sensing assisted forest applications

scientific article

Combining UAV and Sentinel-2 auxiliary data for forest growing stock volume estimation through hierarchical model-based inference

scientific article

Comparing frameworks for biomass prediction for the Global Ecosystem Dynamics Investigation

scientific article published in 2022

Effects of positional errors in model-assisted and model-based estimation of growing stock volume

scientific article

Effects of sample size and model form on the accuracy of model-based estimators of growing stock volume

scientific article

Efficient sampling strategies for forest inventories by spreading the sample in auxiliary space

scientific article

Estimation of boreal forest biomass from ICESat-2 data using hierarchical hybrid inference

scientific article published in September 2024

Forest biomass estimation over three distinct forest types using TanDEM-X InSAR data and simulated GEDI lidar data

scientific article

Generalized Hierarchical Model-Based Estimation for Aboveground Biomass Assessment Using GEDI and Landsat Data

scientific article

Hierarchical model-based inference for forest inventory utilizing three sources of information

How to consider the effects of time of day, beam strength, and snow cover in ICESat-2 based estimation of boreal forest biomass?

scientific article published in 2022

Hybrid estimators for mean aboveground carbon per unit area

scientific article published in 2016

Importance of Calibration for Improving the Efficiency of Data Assimilation for Predicting Forest Characteristics

scientific article published in 2022

Kriging prediction of stand-level forest information using mobile laser scanning data adjusted for nondetection

scientific article

Leveraging remotely sensed non-wall-to-wall data for wall-to-wall upscaling in forest inventory

scientific article published in May 2023

Mapping aboveground biomass and its prediction uncertainty using LiDAR and field data, accounting for tree-level allometric and LiDAR model errors

scientific article

Model-assisted estimation of growing stock volume using different combinations of LiDAR and Landsat data as auxiliary information

scientific article

On being a female supervisor in forest research education

scientific article

Statistical properties of hybrid estimators proposed for GEDI—NASA’s global ecosystem dynamics investigation

scientific article

The continuous population approach to forest inventories and use of information in the design

scientific article

Use of models in large-area forest surveys: comparing model-assisted, model-based and hybrid estimation

article

Use of remotely sensed auxiliary data for improving sample-based forest inventories

scientific article

Using heterogeneity indices to adjust basal area – Leaf area index relationship in managed coniferous stands

scientific article

List of works by Svetlana Saarela

A new prediction-based variance estimator for two-stage model-assisted surveys of forest resources

Assessing Error Correlations in Remote Sensing-Based Estimates of Forest Attributes for Improved Composite Estimation

Assessing Error Correlations in Remote Sensing-Based Estimates of Forest Attributes for Improved Composite Estimation

Assessing components of the model-based mean square error estimator for remote sensing assisted forest applications

Combining UAV and Sentinel-2 auxiliary data for forest growing stock volume estimation through hierarchical model-based inference

Comparing frameworks for biomass prediction for the Global Ecosystem Dynamics Investigation

Effects of positional errors in model-assisted and model-based estimation of growing stock volume

Effects of sample size and model form on the accuracy of model-based estimators of growing stock volume

Efficient sampling strategies for forest inventories by spreading the sample in auxiliary space

Estimation of boreal forest biomass from ICESat-2 data using hierarchical hybrid inference

Forest biomass estimation over three distinct forest types using TanDEM-X InSAR data and simulated GEDI lidar data

Generalized Hierarchical Model-Based Estimation for Aboveground Biomass Assessment Using GEDI and Landsat Data

Hierarchical model-based inference for forest inventory utilizing three sources of information

How to consider the effects of time of day, beam strength, and snow cover in ICESat-2 based estimation of boreal forest biomass?

Hybrid estimators for mean aboveground carbon per unit area

Importance of Calibration for Improving the Efficiency of Data Assimilation for Predicting Forest Characteristics

Kriging prediction of stand-level forest information using mobile laser scanning data adjusted for nondetection

Leveraging remotely sensed non-wall-to-wall data for wall-to-wall upscaling in forest inventory

Mapping aboveground biomass and its prediction uncertainty using LiDAR and field data, accounting for tree-level allometric and LiDAR model errors

Model-assisted estimation of growing stock volume using different combinations of LiDAR and Landsat data as auxiliary information

On being a female supervisor in forest research education

Statistical properties of hybrid estimators proposed for GEDI—NASA’s global ecosystem dynamics investigation

The continuous population approach to forest inventories and use of information in the design

Use of models in large-area forest surveys: comparing model-assisted, model-based and hybrid estimation

Use of remotely sensed auxiliary data for improving sample-based forest inventories

Using heterogeneity indices to adjust basal area – Leaf area index relationship in managed coniferous stands