Editorial for Special Issue “Remote Sensing for Monitoring Wildlife and Habitat in a Changing World”

Escalating human impacts on the Earth are creating unprecedented challenges, including the drastic degradation and loss of biodiversity worldwide [...]


Introduction
Escalating human impacts on the Earth are creating unprecedented challenges, including the drastic degradation and loss of biodiversity worldwide. As human activities are powerful forces of change and degradation, causing about 25% of plant and animal species to be at risk of extinction over the past 50 years [1], it is imperative to obtain timely and up-to-date information on the abundance and distribution of species and their temporal dynamics, particularly for establishing successful conservation approaches. Such detailed information is prohibitively expensive to obtain through traditional field surveys due to their infrequent nature, together with their limited spatial extents. Thus, recent advances in remote sensing have become crucial for obtaining such information across broad geographic extents and at shorter and more frequent temporal intervals. Based on a combination of in situ and remote sensing data and analytics, such approaches open new windows of opportunity for not only expanding our knowledge of biodiversity, but also for evaluating the processes structuring its spatio-temporal dynamics, including the impact of human activities.
Many attempts to assess biodiversity patterns through remote sensing techniques have relied on the relationships between species diversity and land cover obtained from the numerical classification of remotely sensed data. While useful, information acquired through such relationships may be insufficient for assessing biodiversity patterns, particularly within individual land cover types, which by definition are assumed to be spatially homogeneous while in reality they are heterogeneous. Alternative studies have discerned pixel-based relationships between patterns of biodiversity across broad geographic regions and multispectral imagery [2]. Other studies have amassed spectral libraries of different species to develop relationships between species diversity and spectral heterogeneity based on hyper-spectral imagery [3], have related species diversity and composition with land surface phenology [4], or have evaluated functional diversity based on remotely sensed data using multicriteria approaches [5]. However, several of these advances, while successful, are constrained to particular geographic locations, species, and/or species assemblages. Therefore, much more research is urgently needed to develop and test effective techniques applicable at multiple scales, in different geographic settings and over time, together with their successful incorporation into ecological research and biodiversity conservation.

Conclusions
The scientific and technical information generated by the articles in this Special Issue not only expand methodological frontiers for the incorporation of remotely sensed data into biodiversity research, but also have direct implications for biodiversity conservation at multiple spatial and temporal scales. As such, these studies represent a microcosm of the range of possibilities provided by remote sensing for studying not only the occurrence and distribution of wildlife species and their habitats, but also their changes through space and time. Such approaches also proved suitable to be incorporated into management and conservation. Given the current trends of biodiversity loss and degradation, together with the development of evermore refined sensor systems, this is a crucial and dynamic time for biodiversity research aided by the spatial and temporal scopes uniquely provided by current remote sensors. This also offers many opportunities for addressing complex global sustainability challenges. Therefore, this Special Issue provides a foundation upon which further technological and analytical innovations can be developed, to increase our understanding of the spatio-temporal patterns of biodiversity and the processes, both natural and human-driven, influencing them.

Conclusions
The scientific and technical information generated by the articles in this Special Issue not only expand methodological frontiers for the incorporation of remotely sensed data into biodiversity research, but also have direct implications for biodiversity conservation at multiple spatial and temporal scales. As such, these studies represent a microcosm of the range of possibilities provided by remote sensing for studying not only the occurrence and distribution of wildlife species and their habitats, but also their changes through space and time. Such approaches also proved suitable to be incorporated into management and conservation. Given the current trends of biodiversity loss and degradation, together with the development of evermore refined sensor systems, this is a crucial and dynamic time for biodiversity research aided by the spatial and temporal scopes uniquely provided by current remote sensors. This also offers many opportunities for addressing complex global sustainability challenges. Therefore, this Special Issue provides a foundation upon which further technological and analytical innovations can be developed, to increase our under-standing of the spatio-temporal patterns of biodiversity and the processes, both natural and human-driven, influencing them.
Funding: This editorial received no external funding.