Yuchi Ma - Publications, H-index & Citations

Yuchi Ma

Stanford University

16H指数

43论文数

1.5K被引数

收录论文 17

发表时间

Harvesting AlphaEarth: Benchmarking the geospatial foundation model for agricultural downstream tasks 采集AlphaEarth：为农业下游任务基准测试地理空间基础模型

International Journal of Applied Earth Observation and Geoinformation

IF8.6

2026-03-27

OAAI

Yuchi Ma; Yawen Shen; Anu Swatantran; David B. Lobell

Estimating soybean yields from high-temporal-resolution multi-source data using deep learning 基于深度学习的高时间分辨率多源数据大豆产量估算

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2026-01-21

PREAI

Yin, Jia; Zhang, Rundong; Zeng, Yelu; Zhu, Peng; Yin, Leikun; Ma, Yuchi; Su, Wei; Huang, Jianxi; Li, Xuecao; Hao, Dalei

Reduced Crop Yield Stability Is More Likely to Be Associated With Heat Than With Moisture Extremes in the US Midwest 作物产量稳定性下降更可能与高温而非水分极端情况相关于美国中西部。

Earth's Future

IF8.2

2025-09-03

OAAI

Weihang Liu; Junxiong Zhou; Yuchuan Luo; Shuo Chen; Yuchi Ma

Advancing Corn Yield Mapping in Kenya Through Transfer Learning 通过迁移学习推进肯尼亚玉米产量制图

REMOTE SENSING

IF4.1

2025-05-14

OAAI

Bohra, Ahaan; Nottmeyer, Sophie; Ren, Chenchen; Chen, Shuo; Ma, Yuchi

Learning county from pixels: corn yield prediction with attention-weighted multiple instance learning

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2025-02-13

PREAI

Wang, Xiaoyu; Ma, Yuchi; Xu, Yijia; Huang, Qunying; Yang, Zhengwei; Zhang, Zhou

Subfield-level crop yield mapping without ground truth data: A scale transfer framework 没有地面真实数据的子田级作物产量图: 规模转移框架

REMOTE SENSING OF ENVIRONMENT

IF11.4

2024-12-01

PREAI

Ma, Yuchi; Liang, Sang-Zi; Myers, D. Brenton; Swatantran, Anu; Lobell, David B.

Quantifying Global Wetland Methane Emissions With In Situ Methane Flux Data and Machine Learning Approaches

EARTHS FUTURE

IF8.2

2024-10-31

OAAI

Chen, Shuo; Liu, Licheng; Ma, Yuchi; Zhuang, Qianlai; Shurpali, Narasinha J.

Transfer learning in environmental remote sensing 环境遥感中的迁移学习

REMOTE SENSING OF ENVIRONMENT

IF11.4

2024-02-01

PREAI

Ma, Yuchi; Chen, Shuo; Ermon, Stefano; Lobell, David B.

Multisource Maximum Predictor Discrepancy for Unsupervised Domain Adaptation on Corn Yield Prediction

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

PREAI

Ma, Yuchi; Yang, Zhengwei; Zhang, Zhou

A Systematic Study of Estimating Potato N Concentrations Using UAV-Based Hyper- and Multi-Spectral Imagery

AGRONOMY-BASEL

IF3.4

2022-10-17

OAAI

Zhou, Jing; Wang, Biwen; Fan, Jiahao; Ma, Yuchi; Wang, Yi; Zhang, Zhou

A review of remote sensing for potato traits characterization in precision agriculture

FRONTIERS IN PLANT SCIENCE

IF4.8

2022-07-18

OAAI

Sun, Chen; Zhou, Jing; Ma, Yuchi; Xu, Yijia; Pan, Bin; Zhang, Zhou

Multitask Learning of Alfalfa Nutritive Value From UAV-Based Hyperspectral Images

ieee geoscience and remote sensing magazine

IF4.4

2022-01-01

PREAI

Feng, Luwei; Zhang, Zhou; Ma, Yuchi; Sun, Yazhou; Du, Qingyun; Williams, Parker; Drewry, Jessica; Luck, Brian

A Bayesian Domain Adversarial Neural Network for Corn Yield Prediction 基于贝叶斯域对抗性神经网络的玉米产量预测

ieee geoscience and remote sensing magazine

IF4.4

2022-01-01

PREAI

Ma, Yuchi; Zhang, Zhou

An adaptive adversarial domain adaptation approach for corn yield prediction

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2021-08-01

OAAI

Ma, Yuchi; Zhang, Zhou; Yang, Hsiuhan Lexie; Yang, Zhengwei

Corn yield prediction and uncertainty analysis based on remotely sensed variables using a Bayesian neural network approach 使用贝叶斯神经网络方法基于遥感变量的玉米产量预测和不确定性分析

REMOTE SENSING OF ENVIRONMENT

IF11.4

2021-06-01

134

OAAI

Ma, Yuchi; Zhang, Zhou; Kang, Yanghui; Ozdogan, Mutlu

A new attention-based CNN approach for crop mapping using time series Sentinel-2 images

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2021-05-01

OAAI

Wang, Yumiao; Zhang, Zhou; Feng, Luwei; Ma, Yuchi; Du, Qingyun

Prediction of End-Of-Season Tuber Yield and Tuber Set in Potatoes Using In-Season UAV-Based Hyperspectral Imagery and Machine Learning

SENSORS

IF3.5

2020-09-16

OAAI

Sun, Chen; Feng, Luwei; Zhang, Zhou; Ma, Yuchi; Crosby, Trevor; Naber, Mack; Wang, Yi

研究方向