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M

Mariana Belgiu

university of twente

21H指数
103论文数
9.1K被引数
收录论文 28
发表时间
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Estimating agronomic variables in paddy rice with field and spaceborne spectroscopy利用田间和星载光谱估算水稻农艺变量
errSmart Agricultural Technology
IF5.7
err2026-09-11
err0
errOAAI
errRodolfo Ceriani; Francesco Fava; Francesco Nutini; Gabriele Candiani; Monica Pepe; Alberto Crema; Lorenzo Parigi; Leonardo Sid Ambrosini; Mariana Belgiu; Mirco Boschetti
err分享
err收藏
Addressing sample imbalance in deep learning based multi-temporal crop classification: a study in Jhansi, India解决基于深度学习的多时相作物分类中的样本不平衡问题：一项在印度Jhansi地区的研究
errInternational Journal of Remote Sensing
IF2.6
err2026-04-05
err0
PREAI
errMargarret Ashmitha Antony Ravi; Prabhakar Alok Verma; Mariana Belgiu; Abhishek Danodia
err分享
err收藏
Multi-modality transfer learning for cloudy remote sensing images: Addressing modality imbalance with knowledge distillation多云遥感图像的多模态迁移学习：利用知识蒸馏解决模态不平衡问题
errPattern Recognition
IF7.6
err2026-02-25
err0
PREAI
errYuze Wang; Rong Xiao; Haifeng Li; Mariana Belgiu; Chao Tao
err分享
err收藏
Fusion of EnMAP/PRISMA hyperspectral and Sentinel-2 multispectral imagery for estimating crop traits融合EnMAP/PRISMA高光谱和Sentinel-2多光谱影像用于作物性状估算
errInternational Journal of Remote Sensing
IF2.6
err2026-01-01
err0
PREAI
errYilmaz, Volkan; Yilmaz, Cigdem Serifoglu; Belgiu, Mariana; Candiani, Gabriele; Pepe, Monica; Boschetti, Mirco; Nutini, Francesco; Marshall, Michael
err分享
err收藏
Joint Learning for Feature Reconstruction and Prediction in Agricultural Semantic Segmentation From Incomplete Satellite Image Time Series基于不完整卫星图像时间序列的农业语义分割中特征重建与预测的联合学习
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-01-01
err0
PREAI
errYuze Wang; Mariana Belgiu; Haiyang Wu; Dandan Zhong; Yangyang Cao; Haifeng Li; Chao Tao
err分享
err收藏
Improved mapping of perennial crop types based on intra-annual biophysical changing patterns of spectral endmembers基于光谱端元年内生物物理变化模式的多年生作物类型改进制图
errRemote Sensing of Environment
IF11.4
err2025-10-04
err0
PREAI
errXiang Gao; Qiyuan Hu; Danfeng Sun; Mariana Belgiu; Fei Lun; Qiangqiang Sun; Zhengxin Ji; Xin Jiao
err分享
err收藏
Optimizing crop type mapping for fairness优化作物类型制图以实现公平性
errInternational Journal of Applied Earth Observation and Geoinformation
IF8.6
err2025-06-21
err0
PREAI
errIlya Gorbunov; Caroline M. Gevaert; Mariana Belgiu
err分享
err收藏
The impact of spatiotemporal variability of environmental conditions on wheat yield forecasting using remote sensing data and machine learning利用遥感数据和机器学习对环境条件时空变异性影响小麦产量预测的研究
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2025-02-01
err1
PREAI
errKhechba, Keltoum; Belgiu, Mariana; Laamrani, Ahmed; Stein, Alfred; Amazirh, Abdelhakim; Chehbouni, Abdelghani
err分享
err收藏
A source-free unsupervised domain adaptation method for cross-regional and cross-time crop mapping from satellite image time series基于卫星图像时间序列的跨区域跨时间作物映射的无源无监督域自适应方法
errREMOTE SENSING OF ENVIRONMENT
IF11.4
err2024-12-01
err1
errOAAI
errMohammadi, Sina; Belgiu, Mariana; Stein, Alfred
err分享
err收藏
Design and Use of a Stratum-Based Yield Predictions to Address Challenges Associated with Spatial Heterogeneity and Sample Clustering in Agricultural Fields Using Remote Sensing Data
errSUSTAINABILITY
IF3.3
err2024-10-23
err1
errOAAI
errKhechba, Keltoum; Laamrani, Ahmed; Belgiu, Mariana; Stein, Alfred; Dong, Qi; Chehbouni, Abdelghani
err分享
err收藏
Mapping tobacco planting areas in smallholder farmlands using Phenological-Spatial-Temporal LSTM from time-series Sentinel-1 SAR images
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2024-05-01
err2
errOAAI
errLi, Mengmeng; Feng, Xiaomin; Belgiu, Mariana
err分享
err收藏
Spatially Explicit Active Learning for Crop-Type Mapping from Satellite Image Time Series
errSENSORS
IF3.5
err2024-03-26
err1
errOAAI
errKaijage, Beatrice; Belgiu, Mariana; Bijker, Wietske
err分享
err收藏
Efficient Cloud Removal Network for Satellite Images Using SAR-Optical Image Fusion基于SAR-光学图像融合的卫星图像高效云去除网络
errieee geoscience and remote sensing magazine
IF4.4
err2024-01-01
err4
errOAAI
errDuan, Chenxi; Belgiu, Mariana; Stein, Alfred
err分享
err收藏
Feature enhancement network for cloud removal in optical images by fusing with SAR images融合SAR图像的光学图像去云特征增强网络
errINTERNATIONAL JOURNAL OF REMOTE SENSING
IF2.6
err2023-12-27
err1
errOAAI
errDuan, Chenxi; Belgiu, Mariana; Stein, Alfred
err分享
err收藏
Examining energy and nutrient production across the different agroecological zones in rural Ethiopia using statistical methods
errFOOD SCIENCE & NUTRITION
IF3.8
err2023-09-15
err2
errOAAI
errGuja, Habtamu; Belgiu, Mariana; Embibel, Lidya; Baye, Kaleab; Stein, Alfred
err分享
err收藏
PRISMA and Sentinel-2 spectral response to the nutrient composition of grains
errREMOTE SENSING OF ENVIRONMENT
IF11.4
err2023-07-01
err11
errOAAI
errBelgiu, Mariana; Marshall, Michael; Boschetti, Mirco; Pepe, Monica; Stein, Alfred; Nelson, Andy
err分享
err收藏
Assessing the generalization capability of deep learning networks for aerial image classification using landscape metrics
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2022-11-01
err12
errOAAI
errGevaert, Caroline M.; Belgiu, Mariana
err分享
err收藏
Vegetable mapping using fuzzy classification of Dynamic Time Warping distances from time series of Sentinel-1A images
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2021-10-01
err22
errOAAI
errMoola, Wisdom Simataa; Bijker, Wietske; Belgiu, Mariana; Li, Mengmeng
err分享
err收藏
Towards user-driven earth observation-based slum mapping
errCOMPUTERS ENVIRONMENT AND URBAN SYSTEMS
IF8.3
err2021-09-01
err32
errOAAI
errOwusu, Maxwell; Kuffer, Monika; Belgiu, Mariana; Grippa, Tais; Lennert, Moritz; Georganos, Stefanos; Vanhuysse, Sabine
err分享
err收藏
Phenology-based sample generation for supervised crop type classification
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2021-03-01
err50
errOAAI
errBelgiu, Mariana; Bijker, Wietske; Csillik, Ovidiu; Stein, Alfred
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
A
Alfred Stein
H 指数: 70 · 论文数: 667
A
Abdelghani Chehbouni
H 指数: 53 · 论文数: 428
S
Stefan Lang
H 指数: 47 · 论文数: 525
H
Haifeng Li
H 指数: 45 · 论文数: 350
M
Mirco Boschetti
H 指数: 45 · 论文数: 227
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