[HTML][HTML] Unsupervised machine learning in urban studies: A systematic review of applications
J Wang, F Biljecki - Cities, 2022 - Elsevier
Unsupervised learning (UL) has a long and successful history in untangling the complexity
of cities. As the counterpart of supervised learning, it discovers patterns from intrinsic data …
of cities. As the counterpart of supervised learning, it discovers patterns from intrinsic data …
Land use/land cover and change detection mapping in Rahuri watershed area (MS), India using the google earth engine and machine learning approach
CB Pande - Geocarto International, 2022 - Taylor & Francis
The change detection and land use and land cover (LULC) maps are more important
powerful forces behind numerous ecological systems and fallow land. The current research …
powerful forces behind numerous ecological systems and fallow land. The current research …
Assessment of land use and land cover change detection and prediction using remote sensing and CA Markov in the northern coastal districts of Tamil Nadu, India
D Abijith, S Saravanan - Environmental Science and Pollution Research, 2022 - Springer
The study on land use and land cover (LULC) changes assists in analyzing the change and
regulates environment sustainability. Hence, this research analyzes the Northern TN coast …
regulates environment sustainability. Hence, this research analyzes the Northern TN coast …
Multispectral semantic segmentation for land cover classification: An overview
Land cover classification (LCC) is a process used to categorize the earth's surface into
distinct land types. This classification is vital for environmental conservation, urban planning …
distinct land types. This classification is vital for environmental conservation, urban planning …
Assessing the impact of land use and land cover on river water quality using water quality index and remote sensing techniques
The impact of land use on water quality is becoming a global concern due to the increasing
demand for freshwater. This study aimed to assess the effects of land use and land cover …
demand for freshwater. This study aimed to assess the effects of land use and land cover …
Spatial-explicit carbon emission-sequestration balance estimation and evaluation of emission susceptible zones in an Eastern Himalayan city using Pressure …
Urbanization and associated land-use change is one of the major sources of cumulative
greenhouse gas emissions and has become a serious concern for climate change and …
greenhouse gas emissions and has become a serious concern for climate change and …
[HTML][HTML] Attention-guided siamese networks for change detection in high resolution remote sensing images
H Yin, L Weng, Y Li, M Xia, K Hu, H Lin… - International Journal of …, 2023 - Elsevier
Understanding surface changes requires the ability to identify changes in high resolution
remote sensing images. Because current deep learning-based change detection algorithms …
remote sensing images. Because current deep learning-based change detection algorithms …
Time series analysis for global land cover change monitoring: A comparison across sensors
Comparing the performance of different satellite sensors in global land cover change (LCC)
monitoring is necessary to assess their potential and limitations for more accurate and …
monitoring is necessary to assess their potential and limitations for more accurate and …
Learning multiscale temporal–spatial–spectral features via a multipath convolutional LSTM neural network for change detection with hyperspectral images
Change detection (CD) with hyperspectral images (HSIs) can be effectively performed using
deep learning networks (DLNs) by taking advantage of HSIs for their abundant spectral and …
deep learning networks (DLNs) by taking advantage of HSIs for their abundant spectral and …
Exploring the relationship between land use land cover and land surface temperature: A case study in Bangladesh and the policy implications for the global South
Abstract Changes in land use and land cover (LULC) have a considerable impact on land
surface temperature (LST) and they are a major driver of climate change. Comprehending …
surface temperature (LST) and they are a major driver of climate change. Comprehending …