Jan Blunk
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View article: Early warning of complex climate risk with integrated artificial intelligence
Early warning of complex climate risk with integrated artificial intelligence Open
As climate change accelerates, human societies face growing exposure to disasters and stress, highlighting the urgent need for effective early warning systems (EWS). These systems monitor, assess, and communicate risks to support resilienc…
View article: Early warning of complex climate risk with integrated artificial intelligence
Early warning of complex climate risk with integrated artificial intelligence Open
As our climate undergoes significant shifts, both the Earth and human societies are increasingly exposed to disasters and stress. This situation underscores the critical need for robust Early Warning Systems (EWS), which are intricately de…
View article: Pre-trained models are not enough: active and lifelong learning is important for long-term visual monitoring of mammals in biodiversity research—Individual identification and attribute prediction with image features from deep neural networks and decoupled decision models applied to elephants and great apes
Pre-trained models are not enough: active and lifelong learning is important for long-term visual monitoring of mammals in biodiversity research—Individual identification and attribute prediction with image features from deep neural networks and decoupled decision models applied to elephants and great apes Open
Animal re-identification based on image data, either recorded manually by photographers or automatically with camera traps, is an important task for ecological studies about biodiversity and conservation that can be highly automatized with…