本期精选JIA 2023–2024年发表的遥感和智慧农业方向优秀论文，所有文章在ScienceDirect平台开放获取，点击文章题目可查看全文，欢迎下载并转发分享。

Quantifying the agreement and accuracy characteristics of four satellite-based LULC products for cropland classification in China

Jie Xue, Xianglin Zhang, Songchao Chen, Bifeng Hu, Nan Wang, Zhou Shi

>>摘要 | 量化四种土地利用/覆盖产品在中国耕地分类中的一致性和精度特征

2024, 23(1): 283-297

A hybrid CNN-LSTM model for diagnosing rice nutrient levels at the rice panicle initiation stage

Fubing Liao, Xiangqian Feng, Ziqiu Li, Danying Wang, Chunmei Xu, Guang Chu, Hengyu Ma, Qing Yao, Song Chen

>>摘要 | 用于诊断水稻幼穗分化期营养水平的混合CNN-LSTM模型 

2024, 23(2): 711-723

Improved simulation of winter wheat yield in North China Plain by using PRYM-Wheat integrated dry matter distribution coefficient

Xuan Li, Shaowen Wang, Yifan Chen, Danwen Zhang, Shanshan Yang, Jingwen Wang, Jiahua Zhang, Yun Bai, Sha Zhang

>>摘要 | 耦合干物质分配系数模拟改进PRYM-Wheat模型提高华北平原区域尺度冬小麦产量估算精度

2024, 23(4): 1381-1392

Mapping soil organic matter in cultivated land based on multi-year composite images on monthly time scales

Jie Song, Dongsheng Yu, Siwei Wang, Yanhe Zhao, Xin Wang, Lixia Ma, Jiangang Li

>>摘要 | 基于多年月尺度合成影像的耕地土壤有机质空间预测

2024, 23(4): 1393-1408

Integrating a novel irrigation approximation method with a processbased remote sensing model to estimate multi-years' winter wheat yield over the North China Plain

ZHANG Sha, YANG Shan-shan, WANG Jing-wen, WU Xi-fang, Malak HENCHIRI, Tehseen JAVED, ZHANG Jia-hua, BAI Yun

>>摘要 | 遥感过程模型与一种新的灌溉近似估计方法耦合估算华北平原多年冬小麦产量

2023, 22(9): 2865-2881

Spatio-temporal variations in trends of vegetation and drought changes in relation to climate variability from 1982 to 2019 based on remote sensing data from East Asia

Shahzad ALI, Abdul BASIT, Muhammad UMAIR, Tyan Alice MAKANDA, Fahim Ullah KHAN, Siqi SHI, NI Jian

2023, 22(10): 3193-320

Combining the critical nitrogen concentration and machine learning algorithms to estimate nitrogen deficiency in rice from UAV hyperspectral data

YU Feng-hua, BAI Ju-chi, JIN Zhong-yu, GUO Zhong-hui, YANG Jia-xin, CHEN Chun-ling

>>摘要 | 基于无人机高光谱遥感的水稻缺氮量诊断方法研究

2023, 22(4): 1216-1229

A double-layer model for improving the estimation of wheat canopy nitrogen content from unmanned aerial vehicle multispectral imagery

LIAO Zhen-qi, DAI Yu-long, WANG Han, Quirine M. KETTERINGS, LU Jun-sheng, ZHANG Fu-cang, LI Zhi-jun, FAN Jun-liang

>>摘要 | 一种基于无人机多光谱影像改进小麦冠层氮素含量估算的双层模型

2023, 22(7): 2248-2270

Nitrogen nutrition diagnosis for cotton under mulched drip irrigation using unmanned aerial vehicle multispectral images

PEI Sheng-zhao, ZENG Hua-liang, DAI Yu-long, BAI Wen-qiang, FAN Jun-liang

>>摘要 | 基于无人机多光谱影像的膜下滴灌棉花氮素营养诊断

2023, 22(8): 2536-2552

Comparison of CWSI and T_s-T_a-VIs in moisture monitoring of dryland crops (sorghum and maize) based on UAV remote sensing

Hui Chen, Hongxing Chen, Song Zhang, Shengxi Chen, Fulang Cen, Quanzhi Zhao, Xiaoyun Huang, Tengbing He, Zhenran Gao

>>摘要 | 基于无人机遥感的CWSI和T_s-T_a-VIs干旱指数在旱地作物（高粱、玉米）水分监测中的比较评估

2024, 23(7): 2458-2475

Improving model performance in mapping cropland soil organic matter using time-series remote sensing data

Xianglin Zhang, Jie Xue, Songchao Chen, Zhiqing Zhuo, Zheng Wang, Xueyao Chen, Yi Xiao, Zhou Shi

>>摘要 | 应用时序遥感数据增强农田土壤有机质制图模型性能 

2024, 23(8): 2820-2841

Combining field data and modeling to better understand maize growth response to phosphorus (P) fertilizer application and soil P dynamics in calcareous soils

Weina Zhang, Zhigan Zhao, Di He, Junhe Liu, Haigang Li, Enli Wang

>>摘要 | 作物模型与田间数据结合解析钙质土壤中玉米生长及土壤磷动态变化过程对施磷的响应  

2024, 23(3): 1006-1021

Journal of Integrative Agriculture (《农业科学学报》(英文), JIA) 由中华人民共和国农业农村部主管，中国农业科学院与中国农学会主办，中国农业科学院农业信息研究所承办。综合性英文学术期刊，月刊。创刊于2002年，现任主编为中国科学院院士陈化兰。JIA主要栏目有作物科学、园艺、植物保护、动物科学、动物医学、农业生态环境、食品科学、农业经济与管理等。刊稿类型有综述、研究论文、简报以及评述等。全部论文在Elsevier-ScienceDirect (SD) 平台OA出版。最新SCI影响因子4.6，位于SCI-JCR农业综合学科Q1区。中国科学院分区农林科学1区。2016年以来先后获得中国科协等部委 “提升计划”“登峰计划”“卓越计划”项目支持。