Assessing the accuracy of multi-temporal built-up land layers across rural-urban trajectories in the United States

S Leyk, JH Uhl, D Balk, B Jones - Remote sensing of environment, 2018 - Elsevier
Global data on settlements, built-up land and population distributions are becoming
increasingly available and represent important inputs to a better understanding of key …

Improving the reliability of mixture tuned matched filtering remote sensing classification results using supervised learning algorithms and cross-validation

D Routh, L Seegmiller, C Bettigole, C Kuhn, CD Oliver… - Remote Sensing, 2018 - mdpi.com
Mixture tuned matched filtering (MTMF) image classification capitalizes on the increasing
spectral and spatial resolutions of available hyperspectral image data to identify the …

Integrating Multi-Point Geostatistics, Machine Learning, and Image Correlation for Characterizing Positional Errors in Remote-Sensing Images of High Spatial …

L Xin, W Zhang, J Wang, S Wang, J Zhang - Remote Sensing, 2023 - mdpi.com
Remote-sensing images of high spatial resolution (HSR) are valuable sources of fine-
grained spatial information for various applications, such as urban surveys and governance …

Thematic accuracy quality control by means of a set of multinomials

FJ Ariza-López, J Rodríguez-Avi, MV Alba-Fernández… - Applied Sciences, 2019 - mdpi.com
The error matrix has been adopted as both the “de facto” and the “de jure” standard way to
report on the thematic accuracy assessment of any remotely sensed data product. This …

[PDF][PDF] Multi-Scale Effects and Sensitivities in Built-up Land Data accuracy Assessments

JH Uhl, S Leyk - Remote Sens Environ, 2018 - researchgate.net
In typical accuracy assessments of cartographic products and remote sensing-based spatial
data, uncertainty is often quantified using overall accuracy measures. Even though stratified …

Assessment of Temporal Aggregation of Sentinel-2 Images on Seasonal Land Cover Mapping and Its Impact on Landscape Metrics

MM Nolasco, MG Balzarini - 2024 - researchsquare.com
Landscape metrics (LM) play a crucial role in fields such as urban planning, ecology, and
environmental research, providing insights into the ecological and functional dynamics of …

Existing accessible modeling tools offer limited support to evaluation of impact investment in rangeland ecosystem services

BL Gordon, VA Kowal, A Khadka… - … in Sustainable Food …, 2019 - frontiersin.org
Privately owned rangelands in the western US support many ecosystem services and are
threatened by financial incentives favoring conversion to housing development and more …