Anastasiia Safonova - Publications, H-index & Citations

Anastasiia Safonova

leibniz centre for agricultural landscape research (zalf)

10H指数

27论文数

617被引数

收录论文 10

发表时间

A Decade of Deep Learning in Remote Sensing: A Systematic Review of Reviews 遥感领域深度学习的十年：一篇系统性的综述研究

IEEE Access

IF3.6

2026-06-22

OAAI

Anastasiia Safonova; Ronny Hänsch; Ribana Roscher; Gilberto Camara; Begüm Demir; Joan Serra-Sagristà; Masahiro Ryo

Deep Learning for UAV Thermal Bird Detection: Benchmarking YOLOv8–YOLOv26 深度学习用于UAV热成像鸟类检测：YOLOv8–YOLOv26基准测试

remote sensing applications: society and environment

IF0

2026-03-17

OAAI

Anastasiia Safonova; Arnau Campanera-Moliné; João Paulo Silva; Diego Felipe Navarro Sarró; Marcelino Cardalliaguet Guerra; Joan Serra-Sagristà; Andrea Santangeli

Self-supervised learning outperforms supervised learning for crop classification by annotating only 5% of images 自监督学习通过仅标注5%的图像，在作物分类方面优于监督学习。

Precision Agriculture

IF6.6

2025-12-09

OAAI

Anastasiia Safonova; Stefan Stiller; Momchil Yordanov; Masahiro Ryo

Deep Learning Improves Point Density in PS-InSAR Data Toward Finer-Scale Land Surface Displacement Detection

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Safonova, Anastasiia; Ryo, Masahiro

Ten deep learning techniques to address small data problems with remote sensing 10种深度学习技术解决遥感小数据问题

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2023-12-01

OAAI

Safonova, Anastasiia; Ghazaryan, Gohar; Stiller, Stefan; Main-Knorn, Magdalena; Nendel, Claas; Ryo, Masahiro

Reversal in the drought stress response of the Scots pine forest ecosystem: Local soil water regime as a key to improving climate change resilience

HELIYON

IF3.6

2023-11-01

OAAI

Bogachev, Mikhail I.; Gafurov, Artur M.; Iskandirov, Pavel Y.; Kaplun, Dmitrii I.; Kayumov, Airat R.; Lyanova, Asya I.; Pyko, Nikita S.; Pyko, Svetlana A.; Safonova, Anastasiia N.; Sinitca, Aleksandr M.; Usmanov, Bulat M.; Tishin, Denis, V

The impact of Grey Heron (Ardea cinerea L.) colony on soil biogeochemistry and vegetation: a natural long-term in situ experiment in a planted pine forest

FRONTIERS IN ENVIRONMENTAL SCIENCE

IF3.7

2023-06-08

OAAI

Bogachev, Mikhail I.; Tishin, Denis V.; Gafurov, Artur M.; Gareev, Bulat I.; Imaev, Rasul G.; Kaplun, Dmitrii I.; Markelova, Maria I.; Pyko, Nikita S.; Pyko, Svetlana A.; Romanova, Valeria A.; Safonova, Anastasiia N.; Sinitca, Aleksandr M.; Usmanov, Bulat M.; Kayumov, Airat R.

Detection of Norway Spruce Trees (Picea Abies) Infested by Bark Beetle in UAV Images Using YOLOs Architectures 使用YOLOs架构检测UAV图像中被树皮甲虫侵染的挪威云杉树 (Picea Abies)

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Safonova, Anastasiia; Hamad, Yousif; Alekhina, Anna; Kaplun, Dmitry

Individual Tree Crown Delineation for the Species Classification and Assessment of Vital Status of Forest Stands from UAV Images 从无人机图像中划分用于物种分类和评估林分生命状态的个体树冠

DRONES

IF4.8

2021-08-07

OAAI

Safonova, Anastasiia; Hamad, Yousif; Dmitriev, Egor; Georgiev, Georgi; Trenkin, Vladislav; Georgieva, Margarita; Dimitrov, Stelian; Iliev, Martin