Sassan Saatchi

According to our database1, Sassan Saatchi authored at least 86 papers between 1992 and 2024.

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Bibliography

2024
LUCA: A Sentinel-1 SAR-Based Global Forest Land Use Change Alert.
Remote. Sens., June, 2024

The Amazon's 2023 Drought: Sentinel-1 Reveals Extreme Rio Negro River Contraction.
Remote. Sens., March, 2024

Ecosystem Science with NISAR: Final Preparations in The Pre-Launch Period.
Proceedings of the IGARSS 2024, 2024

Sentinel-1 SAR Based Weakly Supervised Learning for Tropical Forest Mapping.
Proceedings of the IGARSS 2024, 2024

Mapping Vegetation Structure from Uavsar Tomography Using 3-D Convolutional Neural Networks.
Proceedings of the IGARSS 2024, 2024

Preparing an on-Demand Cloud Processing Workflow for NISAR Ecosystems Science Products.
Proceedings of the IGARSS 2024, 2024


Estimating Canopy Height at Scale.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Small Field Plots Can Cause Substantial Uncertainty in Gridded Aboveground Biomass Products from Airborne Lidar Data.
Remote. Sens., July, 2023

Mapping Tropical Forest Cover and Deforestation with Planet NICFI Satellite Images and Deep Learning in Mato Grosso State (Brazil) from 2015 to 2021.
Remote. Sens., January, 2023

Sub-Meter Tree Height Mapping of California using Aerial Images and LiDAR-Informed U-Net Model.
CoRR, 2023

Vision Transformers, a new approach for high-resolution and large-scale mapping of canopy heights.
CoRR, 2023

Mapping Total Aboveground Biomass Change in the Brazilian Cerrado Using Uav-Lidar.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Seasonal Forest Disturbance Detection Using Sentinel-1 SAR & Sentinel-2 Optical Timeseries Data and Transformers.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Assessing the Predictive Power of Democratic Republic of Congo's National Spaceborne Biomass Map over Independent Test Samples.
Remote. Sens., 2022

K-textures, a self supervised hard clustering deep learning algorithm for satellite image segmentation.
CoRR, 2022

NISAR: Open Access and Operational L-Band Data for Agricultural Science.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Evaluation of P-Band SAR Tomography for Mapping Tropical Forest Vertical Backscatter and Tree Height.
Remote. Sens., 2021

New Forest Aboveground Biomass Maps of China Integrating Multiple Datasets.
Remote. Sens., 2021

Ecosystem Sciences with NISAR.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

The Role of the Biomass Mission in Carbon Cycle Science and Politics.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Evaluation of the Sensitivity of SMOS L-VOD to Forest Above-Ground Biomass at Global Scale.
Remote. Sens., 2020

Use of local and global maps of forest canopy height and aboveground biomass to enhance local estimates of biomass in miombo woodlands in Tanzania.
Int. J. Appl. Earth Obs. Geoinformation, 2020

2019
A Comparative Assessment of the Performance of Individual Tree Crowns Delineation Algorithms from ALS Data in Tropical Forests.
Remote. Sens., 2019

Local validation of global biomass maps.
Int. J. Appl. Earth Obs. Geoinformation, 2019

Estimation of Tropical Forest Structure and Biomass from Airborne P-band Backscatter and TomoSAR Measurements.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Evaluation of NISAR Biomass Algorithm in Temperate and Boreal Forests.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Is vegetation optical depth needed to estimate biomass from passive microwave radiometers? A statistical study using neural networks.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Initial results from the 2019 NISAR Ecosystem Cal/Val Exercise in the SE USA.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
The AfriSAR Campaign: Tomographic Analysis With Phase-Screen Correction for P-Band Acquisitions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Comparison of Small- and Large-Footprint Lidar Characterization of Tropical Forest Aboveground Structure and Biomass: A Case Study From Central Gabon.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

In Situ Reference Datasets From the TropiSAR and AfriSAR Campaigns in Support of Upcoming Spaceborne Biomass Missions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Foreword to the Special Issue on Forest Structure Estimation in Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Topography and Three-Dimensional Structure Can Estimate Tree Diversity along a Tropical Elevational Gradient in Costa Rica.
Remote. Sens., 2018

Fusion of NASA Airborne Snow Observatory (ASO) Lidar Time Series over Mountain Forest Landscapes.
Remote. Sens., 2018

Modelling forest canopy height by integrating airborne LiDAR samples with satellite Radar and multispectral imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2018

Polinsar and Tomographic Results Over the Gabonese Forest.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

The Biomass Mission: Objectives and Requirements.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Improving Carbon Estimation of Large Tropical Trees by Linking Airborne Lidar Crown Size to Field Inventory.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Fusion of Multiple Low-Resolution NASA Airborne Snow Observatory (ASO) Lidar Data for Forest Vegetation Structure Caracterization.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Impacts of Airborne Lidar Pulse Density on Estimating Biomass Stocks and Changes in a Selectively Logged Tropical Forest.
Remote. Sens., 2017

Extrapolating Forest Canopy Fuel Properties in the California Rim Fire by Combining Airborne LiDAR and Landsat OLI Data.
Remote. Sens., 2017

Registration of multiple low resolution nasa airborne snow observatory (ASO) lidar data for forest vegetation structure caracterization.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

The 2016 NASA AfriSAR campaign: Airborne SAR and Lidar measurements of tropical forest structure and biomass in support of future satellite missions.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Sensitivity of L-Band SAR Backscatter to Aboveground Biomass of Global Forests.
Remote. Sens., 2016

Abiotic Controls on Macroscale Variations of Humid Tropical Forest Height.
Remote. Sens., 2016

Airborne Lidar Estimation of Aboveground Forest Biomass in the Absence of Field Inventory.
Remote. Sens., 2016

2015
Soil Moisture Estimation Under Tropical Forests Using UHF Radar Polarimetry.
IEEE Trans. Geosci. Remote. Sens., 2015

Sensitivity of Pol-InSAR Measurements to Vegetation Parameters.
IEEE Trans. Geosci. Remote. Sens., 2015

A Semiautomated Probabilistic Framework for Tree-Cover Delineation From 1-m NAIP Imagery Using a High-Performance Computing Architecture.
IEEE Trans. Geosci. Remote. Sens., 2015

L-Band SAR Backscatter Related to Forest Cover, Height and Aboveground Biomass at Multiple Spatial Scales across Denmark.
Remote. Sens., 2015

2014
The Effect of Variable Soil Moisture Profiles on P-Band Backscatter.
IEEE Trans. Geosci. Remote. Sens., 2014

An Error Model for Biomass Estimates Derived From Polarimetric Radar Backscatter.
IEEE Trans. Geosci. Remote. Sens., 2014

A Systems Engineering Approach to Estimating Uncertainty in Above-Ground Biomass (AGB) Derived from Remote-Sensing Data.
Syst. Eng., 2014

Remote Sensing Assessment of Forest Disturbance across Complex Mountainous Terrain: The Pattern and Severity of Impacts of Tropical Cyclone Yasi on Australian Rainforests.
Remote. Sens., 2014

Polarimetric Backscatter Optimization for Biophysical Parameter Estimation.
IEEE Geosci. Remote. Sens. Lett., 2014

2013
Allometric Scaling and Resource Limitations Model of Tree Heights: Part 1. Model Optimization and Testing over Continental USA.
Remote. Sens., 2013

Impacts of Spatial Variability on Aboveground Biomass Estimation from L-Band Radar in a Temperate Forest.
Remote. Sens., 2013

Allometric Scaling and Resource Limitations Model of Tree Heights: Part 2. Site Based Testing of the Model.
Remote. Sens., 2013

2012
Assessing Performance of L- and P-Band Polarimetric Interferometric SAR Data in Estimating Boreal Forest Above-Ground Biomass.
IEEE Trans. Geosci. Remote. Sens., 2012

Plant Species Richness is Associated with Canopy Height and Topography in a Neotropical Forest.
Remote. Sens., 2012

Application of Semi-Automated Filter to Improve Waveform Lidar Sub-Canopy Elevation Model.
Remote. Sens., 2012

A parameterized inversion model for soil moisture and biomass from polarimetric backscattering coefficients.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

The science and measurement concepts underlying the BIOMASS mission.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Quantifying spatial and temporal dynamics of tropical forest structure using high resolution airborne lidar.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Parametric and non-parametric forest biomass estimation from PolInSAR data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Analysis of geosar dual-band InSAR data for peruvian forest.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

The BIOMASS mission - An ESA Earth Explorer candidate to measure the BIOMASS of the earth's forests.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Woody Cover and Heterogeneity in the Savannas of the Kruger National Park, South Africa.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2007
Estimation of Forest Fuel Load From Radar Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2007

Microwave Observatory of Subcanopy and Subsurface (MOSS): A Mission Concept for Global Deep Soil Moisture Observations.
IEEE Trans. Geosci. Remote. Sens., 2007

Genesis of a new NASA InSAR mission concept, and natural hazards applications.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Spatial patterns of the canopy stress during 2005 drought in Amazonia.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2004
On the detection of Faraday rotation in linearly polarized L-band SAR backscatter signatures.
IEEE Trans. Geosci. Remote. Sens., 2004

2003
Microwave Observatory of Subcanopy and Subsurface (MOSS): a low-frequency radar for global deep soil moisture measurements.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002
Cornerstones and epilogue of the GRFM Africa project: a gallery of regional scale vegetation maps.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

2000
The use of decision tree and multiscale texture for classification of JERS-1 SAR data over tropical forest.
IEEE Trans. Geosci. Remote. Sens., 2000

Estimation of crown and stem water content and biomass of boreal forest using polarimetric SAR imagery.
IEEE Trans. Geosci. Remote. Sens., 2000

The Global Rain Forest Mapping Project JERS-1 radar mosaic of tropical Africa: development and product characterization aspects.
IEEE Trans. Geosci. Remote. Sens., 2000

1999
Monitoring tree moisture using an estimation algorithm applied to SAR data from BOREAS.
IEEE Trans. Geosci. Remote. Sens., 1999

1997
Coherent effects in microwave backscattering models for forest canopies.
IEEE Trans. Geosci. Remote. Sens., 1997

1995
Boreal forest ecosystem characterization with SIR-C/XSAR.
IEEE Trans. Geosci. Remote. Sens., 1995

Analysis of scattering mechanisms in SAR imagery over boreal forest: results from BOREAS '93.
IEEE Trans. Geosci. Remote. Sens., 1995

1994
Microwave backscattering and emission model for grass canopies.
IEEE Trans. Geosci. Remote. Sens., 1994

1992
C-band microwave scattering from small balsam fir.
IEEE Trans. Geosci. Remote. Sens., 1992

Rock fraction effects on the interpretation of microwave emission from soils.
IEEE Trans. Geosci. Remote. Sens., 1992


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