Laura Elena Cué La Rosa - Publications, H-index & Citations

Laura Elena Cué La Rosa

wageningen university & research

14H指数

35论文数

893被引数

收录论文 13

发表时间

Deep learning interpretability for understanding forest disturbance driver classification from Sentinel-1 and-2 data 基于Sentinel-1和-2数据的森林扰动驱动因子分类的深度学习可解释性研究

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2025-12-01

PREAI

Cue La Rosa, Laura Elena; Marcos, Diego; Slagter, Bart; Reiche, Johannes

Predicting near-future deforestation across the tropics using deep learning: insights from the forest foresight project 利用深度学习预测热带地区近期的森林砍伐：森林远见项目的见解

ENVIRONMENTAL RESEARCH COMMUNICATIONS

IF2.9

2025-12-01

PREAI

Cue La Rosa, Laura Elena; Van Duijvenbode, Jonas; Calle, Zillah; Marcos, Diego; Dallinga, Jorn; Reiche, Johannes

Harnessing deep learning and CRF for prior-knowledge modeling of crop dynamics 利用深度学习和CRF进行作物动态的先验知识建模

International Journal of Applied Earth Observation and Geoinformation

IF8.6

2025-06-19

PREAI

Laura Elena Cué La Rosa; Dario Augusto Borges Oliveira; Raul Queiroz Feitosa

Quantizing reconstruction losses for improving weather data synthesis

SCIENTIFIC REPORTS

IF3.9

2024-02-09

OAAI

Szwarcman, Daniela; Guevara, Jorge; Macedo, Maysa M. G.; Zadrozny, Bianca; Watson, Campbell; Rosa, Laura; Oliveira, Dario A. B.

Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Ghorbanzadeh, Omid; Shahabi, Hejar; Piralilou, Sepideh Tavakkoli; Crivellari, Alessandro; La Rosa, Laura Elena Cue; Atzberger, Clement; Li, Jonathan; Ghamisi, Pedram

Unsupervised annual change detection from optical-SAR fused satellite image time-series using 3D-CAE 使用3D-CAE从光学SAR融合的卫星图像时间序列中进行无监督的年度变化检测

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2023-03-22

PREAI

Paul, Subir; la Rosa, Laura Elena Cue; Ghamisi, Pedram; Gloaguen, Richard

Learning Crop-Type Mapping From Regional Label Proportions in Large-Scale SAR and Optical Imagery

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

OAAI

La Rosa, Laura Elena Cue; Oliveira, Dario Augusto Borges; Ghamisi, Pedram

Learning Geometric Features for Improving the Automatic Detection of Citrus Plantation Rows in UAV Images

ieee geoscience and remote sensing magazine

IF4.4

2022-01-01

PREAI

Cue La Rosa, Laura Elena; Oliveira, Dario A. B.; Zortea, Maciel; Gemignani, Bruno Holtz; Feitosa, Raul Queiroz

Deep learning-based tree species mapping in a highly diverse tropical urban setting

URBAN FORESTRY & URBAN GREENING

IF6.7

2021-09-01

PREAI

Martins, Gabriela Barbosa; Cue La Rosa, Laura Elena; Happ, Patrick Nigri; Teixeira Coelho Filho, Luiz Carlos; Santos, Celso Junius F.; Feitosa, Raul Queiroz; Ferreira, Matheus Pinheiro

Fully convolutional recurrent networks for multidate crop recognition from multitemporal image sequences

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2021-01-01

PREAI

Chamorro Martinez, Jorge Andres; Cue La Rosa, Laura Elena; Feitosa, Raul Queiroz; Sanches, Ieda Del'Arco; Happ, Patrick Nigri

Applying Fully Convolutional Architectures for Semantic Segmentation of a Single Tree Species in Urban Environment on High Resolution UAV Optical Imagery 应用全卷积架构对高分辨率无人机光学影像进行城市环境中单一树种的语义分割

SENSORS

IF3.5

2020-01-20

104

OAAI

Lobo Torres, Daliana; Queiroz Feitosa, Raul; Nigri Happ, Patrick; Elena Cue La Rosa, Laura; Marcato Junior, Jose; Martins, Jose; Ola Bressan, Patrik; Goncalves, Wesley Nunes; Liesenberg, Veraldo

Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and photogrammetric data 卷积神经网络、加权和常规支持向量机和随机森林在高光谱和摄影测量数据树种分类中的性能比较

GISCIENCE & REMOTE SENSING

IF6.9

2020-01-12

108

PREAI

Sothe, C.; De Almeida, C. M.; Schimalski, M. B.; La Rosa, L. E. C.; Castro, J. D. B.; Feitosa, R. Q.; Dalponte, M.; Lima, C. L.; Liesenberg, V.; Miyoshi, G. T.; Tommaselli, A. M. G.

A comparison of machine and deep-learning algorithms applied to multisource data for a subtropical forest area classification

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2019-10-28

PREAI

Sothe, C.; De Almeida, C. M.; Schimalski, M. B.; Liesenberg, V.; La Rosa, L. E. C.; Castro, J. D. B.; Feitosa, R. Q.

研究方向