Ankit Kariryaa

Search results

• 2025

  MMEarth: Exploring Multi-modal Pretext Tasks for Geospatial Representation Learning

  Nedungadi, V., Kariryaa, A., Oehmcke, S., Belongie, S., Igel, C. & Lang, N., 2025, Computer Vision – ECCV 2024. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer, p. 164-182 19 p. (Lecture Notes in Computer Science, Vol. 15122).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  2 Citations (Scopus)
• 2024

  Global mapping of human-transformed dike-pond systems

  Xu, Y., Feng, L., Fang, H., Song, X.-P., Gieseke, F., Kariryaa, A., Oehmcke, S., Gibson, L., Jiang, X., Lin, R., Woolway, R. I., Zheng, C., Brandt, M. & Fensholt, R., 2024, In: Remote Sensing of Environment. 313, 14 p., 114354.

  Research output: Contribution to journal › Journal article › Research › peer-review
  4 Citations (Scopus)

• Mapping every adult baobab (Adansonia digitata L.) across the Sahel and relationships to rural livelihoods

  Huang, K., Brandt, M., Hiernaux, P., Tucker, C. J., Rasmussen, L. V., Reiner, F., Li, S., Kariryaa, A., Mugabowindekwe, M., den Braber, B., Small, J., Sino, S. & Fensholt, R., 2024, In: Nature Ecology and Evolution. 8, p. 1632–1640

  Research output: Contribution to journal › Journal article › Research › peer-review
  1 Citation (Scopus)

• Severe decline in large farmland trees in India over the past decade

  Brandt, M., Gominski, D., Reiner, F., Kariryaa, A., Guthula, V. B., Ciais, P., Tong, X., Zhang, W., Govindarajulu, D., Ortiz-Gonzalo, D. & Fensholt, R., 2024, In: Nature Sustainability. 7, p. 860–868

  Research output: Contribution to journal › Journal article › Research › peer-review

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  11 Citations (Scopus)

  5 Downloads (Pure)

• Trees on smallholder farms and forest restoration are critical for Rwanda to achieve net zero emissions

  Mugabowindekwe, M., Brandt, M., Mukuralinda, A., Ciais, P., Reiner, F., Kariryaa, A., Igel, C., Chave, J., Mertz, O., Hiernaux, P., Tong, X., Rwanyiziri, G., Gominski, D., Li, S., Liu, S., Gasangwa, I., Hategekimana, Y., Ndoli, A., Nduwamungu, J. & Saatchi, S. & 1 others, Fensholt, R., 2024, In: Communications Earth & Environment. 5, 1, 10 p., 113.

  Research output: Contribution to journal › Journal article › Research › peer-review

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  4 Citations (Scopus)

  25 Downloads (Pure)
• 2023

  Allometric equations to estimate the dry mass of Sahel woody plants mapped with very-high resolution satellite imagery

  Hiernaux, P., Issoufou, H. B. A., Igel, C., Kariryaa, A., Kourouma, M., Chave, J., Mougin, E. & Savadogo, P., 1 Feb 2023, In: Forest Ecology and Management. 529, 13 p., 120653.

  Research output: Contribution to journal › Journal article › Research › peer-review

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  12 Citations (Scopus)

  1 Downloads (Pure)

• Deep learning enables image-based tree counting, crown segmentation and height prediction at national scale

  Li, S., Brandt, M., Fensholt, R., Kariryaa, A., Igel, C., Gieseke, F., Nord-Larsen, T., Oehmcke, S., Carlsen, A. H., Junttila, S., Tong, X., d’Aspremont, A. & Ciais, P., 2023, In: PNAS Nexus. 2, 4, 16 p., pgad076.

  Research output: Contribution to journal › Journal article › Research › peer-review

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  38 Citations (Scopus)

  136 Downloads (Pure)

• Deep learning for mapping water bodies in the Sahel 

  de FLEURY, M., Kergoat, L., Brandt, M., Fensholt, R., Kariryaa, A., Kovács, G. M., Horion, S. & Grippa, M., 2023. 1 p.

  Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

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  40 Downloads (Pure)

• Detection and mapping of artillery craters with very high spatial resolution satellite imagery and deep learning

  Duncan, E. C., Skakun, S., Kariryaa, A. & Prishchepov, A. V., 2023, In: Science of Remote Sensing. 7, 11 p., 100092.

  Research output: Contribution to journal › Journal article › Research › peer-review

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  14 Citations (Scopus)

  20 Downloads (Pure)

• More than one quarter of Africa's tree cover is found outside areas previously classified as forest

  Reiner, F., Brandt, M., Tong, X., Skole, D., Kariryaa, A., Ciais, P., Davies, A., Hiernaux, P., Chave, J., Mugabowindekwe, M., Igel, C., Oehmcke, S., Gieseke, F., Li, S., Liu, S., Saatchi, S., Boucher, P., Singh, J., Taugourdeau, S. & Dendoncker, M. & 4 others, Song, X.-P., Mertz, O., Tucker, C. J. & Fensholt, R., 2023, In: Nature Communications. 14, 10 p., 2258.

  Research output: Contribution to journal › Journal article › Research › peer-review

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  66 Citations (Scopus)

  61 Downloads (Pure)

• Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda

  Mugabowindekwe, M., Brandt, M., Chave, J., Reiner, F., Skole, D. L., Kariryaa, A., Igel, C., Hiernaux, P., Ciais, P., Mertz, O., Tong, X., Li, S., Rwanyiziri, G., Dushimiyimana, T., Ndoli, A., Uwizeyimana, V., Lillesø, J.-P. B., Gieseke, F., Tucker, C. J. & Saatchi, S. & 1 others, Fensholt, R., 2023, In: Nature climate change. 13, p. 91-97

  Research output: Contribution to journal › Journal article › Research › peer-review

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  52 Citations (Scopus)

  85 Downloads (Pure)

• Predicting urban tree cover from incomplete point labels and limited background information

  Zhang, H., Kariryaa, A., Guthula, V. B., Igel, C. & Oehmcke, S., 2023, Urban-AI 2023 - Proceedings of the 1st ACM SIGSPATIAL International Workshop on Advances in Urban-AI. Omitaomu, O. A., Mostafavi, A. & Liu, Y. (eds.). Association for Computing Machinery, Inc., p. 52-60

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

• Sub-continental-scale carbon stocks of individual trees in African drylands

  Tucker, C., Brandt, M., Hiernaux, P., Kariryaa, A., Rasmussen, K., Small, J., Igel, C., Reiner, F., Melocik, K., Meyer, J., Sinno, S., Romero, E., Glennie, E., Fitts, Y., Morin, A., Pinzon, J., McClain, D., Morin, P., Porter, C. & Loeffler, S. & 10 others, Kergoat, L., Issoufou, B.-A., Savadogo, P., Wigneron, J.-P., Poulter, B., Ciais, P., Kaufmann, R., Myneni, R., Saatchi, S. & Fensholt, R., 2023, In: Nature. 615, 7950, p. 80-86

  Research output: Contribution to journal › Journal article › Research › peer-review

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  67 Citations (Scopus)

  59 Downloads (Pure)
• 2022

  Ensemble Learning for Semantic Segmentation of Ancient Maya Architectures

  Hellweg, T., Oehmcke, S., Kariryaa, A., Gieseke, F. & Igel, C., 2022, Discover the Mysteries of the Maya: Selected Contributions from the Machine Learning Challenge & the Discovery Challenge Workshop, ECML PKDD 2021. Kocev, D., Simidjievski, N., Kostovska, A., Dimitrovski, I. & Kokalj, Ž. (eds.). Ljubljana: Jožef Stefan Institute , p. 13-19 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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  22 Downloads (Pure)

• Free as a Bird, but at What Cost? The Impact of Street Networks on the User Experience of As-The-Crow-Flies Navigation for Cyclists

  Savino, G. L., Kariryaa, A. & Schöning, J., 2022, In: Proceedings of the ACM on Human-Computer Interaction. 6, MHCI, 24 p., 209.

  Research output: Contribution to journal › Journal article › Research › peer-review

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  2 Citations (Scopus)

  14 Downloads (Pure)
• 2021

  OPTIMADE, an API for exchanging materials data

  Andersen, C. W., Armiento, R., Blokhin, E., Conduit, G. J., Dwaraknath, S., Evans, M. L., Fekete, Á., Gopakumar, A., Gražulis, S., Merkys, A., Mohamed, F., Oses, C., Pizzi, G., Rignanese, G. M., Scheidgen, M., Talirz, L., Toher, C., Winston, D., Aversa, R. & Choudhary, K. & 36 others, Colinet, P., Curtarolo, S., Di Stefano, D., Draxl, C., Er, S., Esters, M., Fornari, M., Giantomassi, M., Govoni, M., Hautier, G., Hegde, V., Horton, M. K., Huck, P., Huhs, G., Hummelshøj, J., Kariryaa, A., Kozinsky, B., Kumbhar, S., Liu, M., Marzari, N., Morris, A. J., Mostofi, A. A., Persson, K. A., Petretto, G., Purcell, T., Ricci, F., Rose, F., Scheffler, M., Speckhard, D., Uhrin, M., Vaitkus, A., Villars, P., Waroquiers, D., Wolverton, C., Wu, M. & Yang, X., 2021, In: Scientific Data. 8, 1, 10 p., 217.

  Research output: Contribution to journal › Journal article › Research › peer-review

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  64 Citations (Scopus)

  16 Downloads (Pure)