A survey of image classification methods and techniques for improving classification performance

D Lu, Q Weng - International journal of Remote sensing, 2007 - Taylor & Francis
Image classification is a complex process that may be affected by many factors. This paper
examines current practices, problems, and prospects of image classification. The emphasis …

Unidades de vegetación de la Argentina

M Oyarzabal, J Clavijo, L Oakley, F Biganzoli… - Ecología …, 2018 - SciELO Argentina
Existen numerosos mapas de la vegetación espontánea de la Argentina. Sin embargo, no
contamos aún con uno de todo el país con una resolución que permita distinguir unidades …

Normalized Burn Ratio Plus (NBR+): a new index for Sentinel-2 imagery

E Alcaras, D Costantino, F Guastaferro, C Parente… - Remote Sensing, 2022 - mdpi.com
The monitoring of burned areas can easily be performed using satellite multispectral
images: several indices are available in the literature for highlighting the differences …

Land-use/cover classification in a heterogeneous coastal landscape using RapidEye imagery: evaluating the performance of random forest and support vector …

E Adam, O Mutanga, J Odindi… - International Journal of …, 2014 - Taylor & Francis
Map** of patterns and spatial distribution of land-use/cover (LULC) has long been based
on remotely sensed data. In the recent past, efforts to improve the reliability of LULC maps …

[HTML][HTML] Accuracy assessment in convolutional neural network-based deep learning remote sensing studies—Part 2: Recommendations and best practices

AE Maxwell, TA Warner, LA Guillén - Remote Sensing, 2021 - mdpi.com
Convolutional neural network (CNN)-based deep learning (DL) has a wide variety of
applications in the geospatial and remote sensing (RS) sciences, and consequently has …

An updated vegetation map of China (1: 1000000)

Y Su, Q Guo, T Hu, H Guan, S **, S An, X Chen, K Guo… - Science Bulletin, 2020 - Elsevier
Vegetation maps are important sources of information for biodiversity conservation,
ecological studies, vegetation management and restoration, and national strategic decision …

Comparison of methods for land-use classification incorporating remote sensing and GIS inputs

O Rozenstein, A Karnieli - Applied Geography, 2011 - Elsevier
Over the last few decades, dramatic land-use changes have occurred throughout Israel.
Previously-grazed areas have been afforested, converted to irrigated or rain-fed agriculture …

Native woody vegetation in central Argentina: Classification of Chaco and Espinal forests

M Cabido, SR Zeballos, M Zak… - Applied Vegetation …, 2018 - Wiley Online Library
Question What are the composition and spatial patterns of native woody plant communities
in the southern Great Chaco and Espinal? Location Córdoba Province, central Argentina, an …

Vegetation expansion in the subnival Hindu Kush Himalaya

K Anderson, D Fawcett, A Cugulliere… - Global Change …, 2020 - Wiley Online Library
The mountain systems of the Hindu Kush Himalaya (HKH) are changing rapidly due to
climatic change, but an overlooked component is the subnival ecosystem (between the …