Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385379746> ?p ?o ?g. }
- W4385379746 abstract "Abstract Global environmental challenges require comprehensive data to manage and protect biodiversity. Currently, vision-based biodiversity monitoring efforts are mixed, incomplete, human-dependent, and passive. To tackle these issues, we present a portable, modular, low-power device with embedded vision for biodiversity monitoring. Our camera uses interchangeable lenses to resolve barely visible and remote subjects, as well as customisable algorithms for blob detection, region-of-interest classification, and object detection to identify targets. We showcase our system in six case studies from the ethology, landscape ecology, agronomy, pollination ecology, conservation biology, and phenology disciplines. Using the same devices, we discovered bats feeding on durian tree flowers, monitored flying bats and their insect prey, identified nocturnal insect pests in paddy fields, detected bees visiting rapeseed crop flowers, triggered real-time alerts for waterbirds, and tracked flower phenology over months. We measured classification accuracies between 55% and 96% in our field surveys and used them to standardise observations over highly-resolved time scales. The cameras are amenable to situations where automated vision-based monitoring is required off the grid, in natural and agricultural ecosystems, and in particular for quantifying species interactions. Embedded vision devices such as this will help addressing global biodiversity challenges and facilitate a technology-aided global food systems transformation." @default.
- W4385379746 created "2023-07-30" @default.
- W4385379746 creator A5010236549 @default.
- W4385379746 creator A5014309597 @default.
- W4385379746 creator A5017996548 @default.
- W4385379746 creator A5028424171 @default.
- W4385379746 creator A5030586287 @default.
- W4385379746 creator A5036598743 @default.
- W4385379746 creator A5042294334 @default.
- W4385379746 creator A5061893100 @default.
- W4385379746 creator A5079780089 @default.
- W4385379746 creator A5083657160 @default.
- W4385379746 creator A5084577958 @default.
- W4385379746 creator A5092566407 @default.
- W4385379746 date "2023-07-29" @default.
- W4385379746 modified "2023-09-27" @default.
- W4385379746 title "Eyes on nature: Embedded vision cameras for multidisciplinary biodiversity monitoring" @default.
- W4385379746 cites W1974448189 @default.
- W4385379746 cites W1984434323 @default.
- W4385379746 cites W1993091397 @default.
- W4385379746 cites W1999167944 @default.
- W4385379746 cites W2021419067 @default.
- W4385379746 cites W2024608641 @default.
- W4385379746 cites W2025083247 @default.
- W4385379746 cites W2048240578 @default.
- W4385379746 cites W2055032654 @default.
- W4385379746 cites W2059124668 @default.
- W4385379746 cites W2071397193 @default.
- W4385379746 cites W2099150972 @default.
- W4385379746 cites W2106745149 @default.
- W4385379746 cites W2124816224 @default.
- W4385379746 cites W2126935516 @default.
- W4385379746 cites W2134678319 @default.
- W4385379746 cites W2142237209 @default.
- W4385379746 cites W2149749313 @default.
- W4385379746 cites W2483140117 @default.
- W4385379746 cites W2491999548 @default.
- W4385379746 cites W2510110337 @default.
- W4385379746 cites W2558467948 @default.
- W4385379746 cites W2691492924 @default.
- W4385379746 cites W2749069611 @default.
- W4385379746 cites W2758694956 @default.
- W4385379746 cites W2760925121 @default.
- W4385379746 cites W2802429349 @default.
- W4385379746 cites W2901114541 @default.
- W4385379746 cites W2901997713 @default.
- W4385379746 cites W2922633580 @default.
- W4385379746 cites W2927162385 @default.
- W4385379746 cites W2962814013 @default.
- W4385379746 cites W2963163009 @default.
- W4385379746 cites W2990244389 @default.
- W4385379746 cites W3000603264 @default.
- W4385379746 cites W3005956146 @default.
- W4385379746 cites W3008439211 @default.
- W4385379746 cites W3016563946 @default.
- W4385379746 cites W3037671901 @default.
- W4385379746 cites W3085443879 @default.
- W4385379746 cites W3093727647 @default.
- W4385379746 cites W3120258623 @default.
- W4385379746 cites W3126307664 @default.
- W4385379746 cites W3133710807 @default.
- W4385379746 cites W3134839696 @default.
- W4385379746 cites W3158717573 @default.
- W4385379746 cites W3161186258 @default.
- W4385379746 cites W3164561746 @default.
- W4385379746 cites W3173467952 @default.
- W4385379746 cites W3181289232 @default.
- W4385379746 cites W3189994187 @default.
- W4385379746 cites W3193387920 @default.
- W4385379746 cites W3202905974 @default.
- W4385379746 cites W3203333419 @default.
- W4385379746 cites W3203900017 @default.
- W4385379746 cites W3208052598 @default.
- W4385379746 cites W4205928003 @default.
- W4385379746 cites W4210622999 @default.
- W4385379746 cites W4212837139 @default.
- W4385379746 cites W4221051856 @default.
- W4385379746 cites W4224284053 @default.
- W4385379746 cites W4224290633 @default.
- W4385379746 cites W4281253991 @default.
- W4385379746 cites W4282968895 @default.
- W4385379746 cites W4284886511 @default.
- W4385379746 cites W4306901727 @default.
- W4385379746 cites W4307773589 @default.
- W4385379746 cites W4313590841 @default.
- W4385379746 cites W4319304408 @default.
- W4385379746 cites W4319876897 @default.
- W4385379746 cites W4328050385 @default.
- W4385379746 cites W4377104205 @default.
- W4385379746 cites W814878712 @default.
- W4385379746 doi "https://doi.org/10.1101/2023.07.26.550656" @default.
- W4385379746 hasPublicationYear "2023" @default.
- W4385379746 type Work @default.
- W4385379746 citedByCount "0" @default.
- W4385379746 crossrefType "posted-content" @default.
- W4385379746 hasAuthorship W4385379746A5010236549 @default.
- W4385379746 hasAuthorship W4385379746A5014309597 @default.
- W4385379746 hasAuthorship W4385379746A5017996548 @default.
- W4385379746 hasAuthorship W4385379746A5028424171 @default.
- W4385379746 hasAuthorship W4385379746A5030586287 @default.