October 25, 2025 review Open access Multimodal data integration to model, predict, and understand changes in plant biodiversity: a systematic review Ecological Informatics DOI: 10.1016/j.ecoinf.2025.103485 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 4 References 5 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Global models and predictions of plant diversity based on advanced machine learning techniques 2022 New Phytologist article Environmental Science Ecology and Vegetation Dynamics Studies Open access 185 citations World Flora Online: Placing taxonomists at the heart of a definitive and comprehensive global resource on the world's plants 2020 Taxon article Agricultural and Biological Sciences Botany and Plant Ecology Studies Open access 177 citations Digital Extended Specimens: Enabling an Extensible Network of Biodiversity Data Records as Integrated Digital Objects on the Internet 2022 BioScience article Computer Science Research Data Management Practices Open access 101 citations National biodiversity data infrastructures: ten essential functions for science, policy, and practice 2024 BioScience article Computer Science Research Data Management Practices Open access 29 citations Positive feedbacks and alternative stable states in forest leaf types 2024 Nature Communications article Environmental Science Ecosystem dynamics and resilience Open access 22 citations 5 results