GlobeLand30 shows little cropland area loss but greater fragmentation in China
文献类型: 外文期刊
第一作者: Yu, Qiangyi
作者: Yu, Qiangyi;Hu, Qiong;Wu, Wenbin;Yu, Qiangyi;van Vliet, Jasper;Verburg, Peter H.;Verburg, Peter H.
作者机构:
关键词: Land use change;Fragmentation;Characterization;Gross change;Cropland protection;GlobeLand30
期刊名称:INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION ( 影响因子:5.933; 五年影响因子:6.225 )
ISSN: 0303-2434
年卷期: 2018 年 66 卷
页码:
收录情况: SCI
摘要: Understanding of cropland dynamics in a large geographical extent is mostly based on observations of area change, while the changes in landscape pattern are hardly assessed. The total amount of cropland in China has remained relatively stable in recent years, which might suggest there was little change. In this analysis, we combine the number of cropland patches (NP) with the total cropland area (TA) for a more comprehensive characterization of cropland change in China. We use GlobeLand30 a global land cover dataset with a 30 m resolution for the years 2000 and 2010 and characterize changes in TA and NP for each county as increase, stable, or decrease. This characterization shows that 703 out of 2420 counties experienced both cropland loss and increased fragmentation. The predominant cropland loss in these areas, especially in the North China Plain, is converted to artificial land. Another 212 are characterized by the opposite developments: an increase in cropland and decreased fragmentation. These counties, are mainly characterized by a conversion of forest areas and grassland areas. It suggests that the cropland conservation policy in China effectively protected the total cropland area in overall, but the consequences in terms of fragmentation might be underestimated. Counties with no obvious change in both indicators, measuring 279 counties, are mainly located in the Southeast. Our results are further compared with local level case studies: the fair consistency indicates alternatives of applying GlobeLand30 for analyzing landscape changes across scales and for cross-site comparisons.
分类号:
- 相关文献
作者其他论文 更多>>
-
Maize tassel number and tasseling stage monitoring based on near-ground and UAV RGB images by improved YoloV8
作者:Yu, Xun;Yin, Dameng;Jin, Xiuliang;Yu, Xun;Yin, Dameng;Xu, Honggen;Nie, Chenwei;Bai, Yi;Ming, Bo;Jin, Xiuliang;Espinosa, Francisco Pinto;Schmidhalter, Urs;Sankaran, Sindhuja;Cui, Ningbo;Cui, Ningbo;Wu, Wenbin
关键词:RGB images; Deep learning; Tasseling stage; Maize tassel; UAV; Dynamic monitoring
-
Improving crop yield estimation by unified model parameters and state variable with Bayesian inference
作者:Song, Jianjian;Huang, Jianxi;Huang, Hai;Xiao, Guilong;Li, Xuecao;Li, Li;Su, Wei;Huang, Jianxi;Li, Xuecao;Li, Li;Su, Wei;Wu, Wenbin;Yang, Peng;Liang, Shunlin
关键词:Crop yield estimation; Data assimilation; Bayesian inference; Ensemble Kalman filter; WOFOST model
-
A Remote Sensing Approach to Estimating Cropland Sustainability in the Lateritic Red Soil Region of China
作者:Duan, Dingding;Yang, Peng;Duan, Dingding;Sun, Xiao;Wang, Chenrui;Zha, Yan;Yu, Qiangyi;Yang, Peng;Duan, Dingding;Duan, Dingding
关键词:cropland sustainability; remote sensing; evaluation indicator; lateritic red soil; spatiotemporal assessment
-
A temporal-spatial deep learning network for winter wheat mapping using time-series Sentinel-2 imagery
作者:Fan, Lingling;Xia, Lang;Yang, Jing;Sun, Xiao;Wu, Shangrong;Wu, Wenbin;Yang, Peng;Fan, Lingling;Xia, Lang;Yang, Jing;Sun, Xiao;Wu, Shangrong;Wu, Wenbin;Fan, Lingling;Qiu, Bingwen;Chen, Jin
关键词:Wheat mapping; Deep learning; Temporal -spatial fusion; Time series; Sentinel-2
-
National-scale 10 m annual maize maps for China and the contiguous United States using a robust index from Sentinel-2 time series
作者:Huang, Yingze;Qiu, Bingwen;Peng, Yufeng;Lin, Duoduo;Cheng, Feifei;Liang, Juanzhu;Huang, Hongyu;Chen, Chongcheng;Yang, Peng;Wu, Wenbin;Chen, Xuehong;Zhu, Xiaolin;Xu, Shuai;Wang, Laigang;Dong, Zhanjie;Zhang, Jianyang;Berry, Joe;Tang, Zhenghong;Tan, Jieyang;Duan, Dingding;Qiu, Bingwen
关键词:Crop mapping; Maize index; National -scale; Cross -region; Spatiotemporal variations
-
Crop Land Change Detection with MC&N-PSPNet
作者:Chen, Yuxin;Zhang, Wen;Wang, Chang;Chen, Yuxin;Duan, Yulin;Yu, Qiangyi;Duan, Yulin;Yu, Qiangyi;Wang, Xu
关键词:deep learning network model; self-attention; semantic segmentation; change detection
-
Targeted mutagenesis of BnTTG1 homologues generated yellow-seeded rapeseed with increased oil content and seed germination under abiotic stress
作者:Cheng, Hongtao;Cai, Shengli;Hao, Mengyu;Cai, Yating;Wen, Yunfei;Mei, Desheng;Hu, Qiong;Huang, Wei;Hu, Qiong
关键词:Yellow seed; BnTTG1; Gene editing; Flavonoids; Oil content; Seed germination