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Integrating the Sustainable Development Goals (SDGs) into climate actions is essential for a healthy planet and people. Yet, national climate policies and international climate support programs often fail to explicitly recognize the interconnections between climate concerns and other priorities covered under the SDGs. This failure can leave key...

Illumination variations in non-atmospherically corrected high-resolution satellite (HRS) images acquired at different dates/times/locations pose a major challenge for large-area environmental mapping and monitoring. This problem is exacerbated in cases where a classification model is trained only on one image (and often limited training data) but...

Lichen is an important food source for caribou in Canada. Lichen mapping using remote sensing (RS) images could be a challenging task, however, as lichens generally appear in unevenly distributed, small patches, and could resemble surficial features. Moreover, collecting lichen labeled data (reference data) is expensive, which restricts the...

With the advent of high-spatial resolution (HSR) satellite imagery, urban land use/land cover (LULC) mapping has become one of the most popular applications in remote sensing. Due to the importance of context information (e.g., size/shape/texture) for classifying urban LULC features, Geographic Object-Based Image Analysis (GEOBIA) techniques are...

In mitigating climate change, the Kyoto Protocol requires Annex I countries to reduce greenhouse gas (GHG) emissions. In achieving their targets, the Kyoto Protocol allows the countries to use the Kyoto Mechanisms (KM), including emissions trading (ET), which is recognized as one of the most cost-effective ways. Prior to the official start of...

This invited presentation was delivered at side event "Intergenerational dialogue for strengthening the linkage between biodiversity and climate change: Third Global Conference on Strengthening Synergies and UNFCCC COP27 to CBD COP15" CBD/COP15 Rio Conventions Pavilion organized by COND and CYJ during CBD/COP15. Programme: http://www.cbd.int/rcp...