Crowd-Driven Deep Learning Tracks Amazon Deforestation by Ian McCallum, Jon Walker, Steffen Fritz, Markus Grau, Cassie Hannan, I-Sah Hsieh, Deanna Lape, Jen Mahone, Caroline McLester, Steve Mellgren, Nolan Piland, Linda See, Gerhard Svolba, Murray de Villiers

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Measuring global water security towards sustainable development goals by Animesh K Gain, Carlo Giupponi, Yoshihide Wada

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Synergies of carbon neutrality, air pollution control, and health improvement — a case study of China energy interconnection scenario by Jianxiang Shen, Wenjia Cai, Xiaotong Chen, Xing Chen, Zijian Zhao, Zhiyuan Ma, Fang Yang, Shaohui Zhang

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Spatial heterogeneity in deployment and upscaling of wind power in Swedish municipalities by Yodefia Rahmad, Fredrik Hedenus, Jessica Jewell, Vadim Vinichenko

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Mapping agrobiodiversity in Europe: Different indicators, different priority areas by Antonia E. Matthies, Catherine M.J. Fayet, Louise M.J. O'Connor, Peter H. Verburg

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Climate, Agriculture, and Migration: Exploring the Vulnerability and Outmigration Nexus in the Indian Himalayan Region by Riccardo Biella, Roman Hoffmann, Himani Upadhyay

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Satellite Earth observation to support sustainable rural development by Peter K. Hargreaves, Gary R. Watmough

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A scoping review of seismic risk communication in Europe by Gemma Musacchio, Angela Saraò, Susanna Falsaperla, Anna Scolobig, Anna Scolobig

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Lighting the World: the first application of an open source, spatial electrification tool (OnSSET) on Sub-Saharan Africa by Dimitrios Mentis, Mark Howells, Holger Rogner, Alexandros Korkovelos, Christopher Arderne, Eduardo Zepeda, Shahid Siyal, Costantinos Taliotis, Morgan Bazilian, Ad de Roo, Yann Tanvez, Alexandre Oudalov, Ernst Scholtz

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Giving Legs to Handprint Thinking: Foundations for Evaluating the Good We Do by Joseph H.A. Guillaume, Suvi Sojamo, Miina Porkka, Dieter Gerten, Mika Jalava, Leena Lankoski, Elina Lehikoinen, Michael Lettenmeier, Stephan Pfister, Kirsi Usva, Yoshihide Wada, Matti Kummu

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Modeling large-scale human alteration of land surface hydrology and climate by Yadu N. Pokhrel, Farshid Felfelani, Sanghoon Shin, Tomohito J. Yamada, Yusuke Satoh

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Localizing agricultural impacts of 21st century climate pathways in data scarce catchments: A case study of the Nyando catchment, Kenya by Katoria Lekarkar, Albert Nkwasa, Lorenzo Villani, Ann van Griensven

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High-resolution canopy fuel maps based on GEDI: a foundation for wildfire modeling in Germany by Johannes Heisig, Milutin Milenković, Edzer Pebesma

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Environmental payoffs of LPG cooking in India by D Singh, S Pachauri, H Zerriffi

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Multi‐Hazard Interrelationships and Risk Scenarios in Urban Areas: A Case of Nairobi and Istanbul by Robert Šakić Trogrlić, Harriet E. Thompson, Emin Yahya Menteşe, Ekbal Hussain, Joel C. Gill, Faith E. Taylor, Emmah Mwangi, Emine Öner, Vera G. Bukachi, Bruce D. Malamud

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Estimating Past, Present, and Future Trends in the Global Distribution and Abundance of the Arbovirus Vector Aedes aegypti Under Climate Change Scenarios by Jing Liu-Helmersson, Åke Brännström, Åke Brännström, Maquins Odhiambo Sewe, Jan C. Semenza, Joacim Rocklöv

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Deep Seabed Mining: A Note on Some Potentials and Risks to the Sustainable Mineral Extraction from the Oceans by Walter Leal Filho, Ismaila Rimi Abubakar, Cintia Nunes, Johannes (Joost) Platje, Pinar Gökcin Ozuyar, Markus Will, Gustavo J. Nagy, Abul Quasem Al-Amin, Julian David Hunt, Chunlan Li

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Residual emissions and carbon removal towards Japan’s net-zero goal: a multi-model analysis by Masahiro Sugiyama, Shinichiro Fujimori, Kenichi Wada, Etsushi Kato, Yuhji Matsuo, Osamu Nishiura, Ken Oshiro, Takashi Otsuki

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Current model capabilities for simulating black carbon and sulfate concentrations in the Arctic atmosphere: a multi-model evaluation using a comprehensive measurement data set by S. Eckhardt, B. Quennehen, D. J. L. Olivié, T. K. Berntsen, R. Cherian, J. H. Christensen, W. Collins, S. Crepinsek, N. Daskalakis, M. Flanner, A. Herber, C. Heyes, Ø. Hodnebrog, L. Huang, M. Kanakidou, Z. Klimont, J. Langner, K. S. Law, M. T. Lund, R. Mahmood, A. Massling, S. Myriokefalitakis, I. E. Nielsen, J. K. Nøjgaard, J. Quaas, P. K. Quinn, J.-C. Raut, S. T. Rumbold, M. Schulz, S. Sharma, R. B. Skeie, H. Skov, T. Uttal, K. von Salzen, A. Stohl

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Prototype of social-ecological system’s resilience analysis using a dynamic index by Bruno M. Oliveira, Roelof Boumans, Brian D. Fath, Benoit Othoniel, Wei Liu, Joseph Harari

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