Please wait a minute...
Journal of Integrative Agriculture  2024, Vol. 23 Issue (1): 122-140    DOI: 10.1016/j.jia.2023.05.006
Crop Science Advanced Online Publication | Current Issue | Archive | Adv Search |
Grain yield and N uptake of maize in response to increased plant density under reduced water and nitrogen supply conditions

Jingui Wei1, 2, Qiang Chai1, 2#, Wen Yin1, 2#, Hong Fan1, Yao Guo3, Falong Hu1, 2, Zhilong Fan1, 2, Qiming Wang1, 2

1 State Key Laboratory of Aridland Crop Science, Lanzhou 730070, China

2 College of Agronomy, Gansu Agricultural University, Lanzhou 730070, China

3 College of Life Sciences, Northwest Normal University, Lanzhou 730070, China

Download:  PDF in ScienceDirect  
Export:  BibTeX | EndNote (RIS)      
摘要  

现代农业发展要求减少水和化学氮肥的投入。增加种植密度能够保持较高的产量,但也会消耗更多的限制性资源。然而,在干旱灌区,增加玉米种植密度能否补偿水氮供应减少对籽粒产量和氮素吸收的负面影响尚不清楚。本研究是2016年开始的一项长期定位试验。2020 - 2021在中国西北干旱灌区,采用裂裂区玉米田间试验设计,有2个灌溉水平:当地传统灌水减量20%(W1, 3240 m3 ha-1)当地传统灌水(W2, 4050 m3 ha-1)当地传统施氮减量25% (N1, 270 kg ha-1)当地传统施氮(360 kg ha-1) 2个施氮水平,3种种植密度当地传统密度(D1, 75000ha-1)种植密度增加30%(D2, 97500ha-1)种植密度增加60%(D3, 120000ha-1)。结果表明,在水氮减量条件下,玉米籽粒产量和地上部氮素积累量降低,但增密30%补偿水分和施氮减量引起的玉米籽粒产量和地上积累量的降低灌水减量施氮量不变增密30%提高籽粒产量13.9%,提高地上部氮素积累量15.3%。在水氮减量条件下,增加玉米密度30%可提高氮素吸收效率和氮肥偏生产力,并补偿氮素收获指数和氮代谢相关酶活性。与W2N2D1相比,W1N1D2的氮素吸收效率和氮肥偏生产力分别提高28.6%17.6%W1N2D2较W2N2D1氮吸收效率提高8.4%,氮肥偏生产力提高13.9%。与W2N2D1相比,W1N2D2提高R2脲酶活性5.4%V6期硝酸还原酶活性19.6%,净收益和产投比分别提高22.1%16.7%。与W2N2D1相比,W1N1D2W1N2D2降低了R640 ~ 100 cm硝态氮和态氮含量。综上所述,增加密度30%补偿水氮减量造成的籽粒产量和地上氮素积累损失。同时,在干旱灌区灌水减量20%但施氮量不变时,玉米增密30%可提高籽粒产量和地上积累量。



Abstract  

The development of modern agriculture requires the reduction of water and chemical N fertilizer inputs.  Increasing the planting density can maintain higher yields, but also consumes more of these restrictive resources.  However, whether an increased maize density can compensate for the negative effects of reduced water and N supply on grain yield and N uptake in the arid irrigated areas remains unknown.  This study is part of a long-term positioning trial that started in 2016.  A split-split plot field experiment of maize was implemented in the arid irrigated area of northwestern China in 2020 to 2021.  The treatments included two irrigation levels: local conventional irrigation reduced by 20% (W1, 3,240 m3 ha–1) and local conventional irrigation (W2, 4,050 m3 ha–1); two N application rates: local conventional N reduced by 25% (N1, 270 kg ha–1) and local conventional N (360 kg ha–1); and three planting densities: local conventional density (D1, 75,000 plants ha–1), density increased by 30% (D2, 97,500 plants ha–1), and density increased by 60% (D3, 120,000 plants ha–1).  Our results showed that the grain yield and aboveground N accumulation of maize were lower under the reduced water and N inputs, but increasing the maize density by 30% can compensate for the reductions of grain yield and aboveground N accumulation caused by the reduced water and N supply.  When water was reduced while the N application rate remained unchanged, increasing the planting density by 30% enhanced grain yield by 13.9% and aboveground N accumulation by 15.3%.  Under reduced water and N inputs, increasing the maize density by 30% enhanced N uptake efficiency and N partial factor productivity, and it also compensated for the N harvest index and N metabolic related enzyme activities.  Compared with W2N2D1, the N uptake efficiency and N partial factor productivity increased by 28.6 and 17.6% under W1N1D2.  W1N2D2 had 8.4% higher N uptake efficiency and 13.9% higher N partial factor productivity than W2N2D1.  W1N2D2 improved urease activity and nitrate reductase activity by 5.4% at the R2 (blister) stage and 19.6% at the V6 (6th leaf) stage, and increased net income and the benefit:cost ratio by 22.1 and 16.7%, respectively.  W1N1D2 and W1N2D2 reduced the nitrate nitrogen and ammoniacal nitrogen contents at the R6 stage in the 40–100 cm soil layer, compared with W2N2D1.  In summary, increasing the planting density by 30% can compensate for the loss of grain yield and aboveground N accumulation under reduced water and N inputs.  Meanwhile, increasing the maize density by 30% improved grain yield and aboveground N accumulation when water was reduced by 20% while the N application rate remained constant in arid irrigation areas.


Keywords:  water and N reduction        plants density        maize, grain yield        N uptake        compensation effect

  
Received: 14 March 2023   Accepted: 10 April 2023
Fund: 

We are very grateful for financial support of the National Natural Science Foundation of China (U21A20218 and 32101857), the ‘Double First-Class’ Key Scientific Research Project of Education Department in Gansu Province, China (GSSYLXM-02), the Fuxi Young Talents Fund of Gansu Agricultural University, China (Gaufx-03Y10), and the “Innovation Star” Program of Graduate Students in 2023 of Gansu Province, China (2023CXZX-681).

About author:  #Correspondence Qiang Chai, Tel: +86-931-7631145, E-mail: chaiq@gsau.edu.cn; Wen Yin, E-mail: yinwen@gsau.edu.cn

Cite this article: 

Jingui Wei, Qiang Chai, Wen Yin, Hong Fan, Yao Guo, Falong Hu, Zhilong Fan, Qiming Wang. 2024. Grain yield and N uptake of maize in response to increased plant density under reduced water and nitrogen supply conditions. Journal of Integrative Agriculture, 23(1): 122-140.

Ahmad I, Batyrbek M, Ikram K, Ahmad S, Kamran M, Khan R S, Hou F J, Han Q F. 2023. Nitrogen management improves lodging resistance and production in maize (Zea mays L.) at a high plant density. Journal of Integrative Agriculture, 22, 417–433.

Akhtar K, Wang W, Ren G, Khan A, Yang G. 2018. Changes in soil enzymes, soil properties, and maize crop productivity under wheat straw mulching in Guanzhong, China. Soil and Tillage Research, 182, 94–102.

Barabás N K, Omarov R T, Erdei L, Lips S H. 2000. Distribution of the Mo-enzymes aldehyde oxidase, xanthine dehydrogenase and nitrate reductase in maize (Zea mays L.) nodal roots as affected by nitrogen and salinity. Plant Science, 155, 49–58.

Bray N, Thompson G L, Fahey T, Kao-Kniffin J, Wickings K. 2020. Soil macroinvertebrates alter the fate of root and rhizosphere carbon and nitrogen in a turfgrass lawn. Soil Biology and Biochemistry, 148, 107903.

Brueck H. 2010. Effects of nitrogen supply on water-use efficiency of higher plants. Journal of Plant Nutrition and Soil Science, 171, 210–219.

Cao Y J, Wang L C, Gu W R, Wang Y J, Zhang J H. 2021. Increasing photosynthetic performance and post-silking nitrogen uptake by moderate decreasing leaf source of maize under high planting density. Journal of Integrative Agriculture, 20, 494–510.

Chai Q, Qin A Z, Gan Y T, Yu A Z. 2014. Higher yield and lower carbon emission by intercropping maize with rape, pea, and wheat in arid irrigation areas. Agronomy for Sustainable Development, 34, 535–543.

Chen J, Arafat Y, Wu L, Xiao Z, Li Q, Khan M A, Khan M U, Lin S, Lin W X. 2018. Shifts in soil microbial community, soil enzymes and crop yield under peanut/maize intercropping with reduced nitrogen levels. Applied Soil Ecology, 124, 327–334.

Chen L, Li K K, Shi W J, Wang X L, Wang E T, Liu J F, Sui X H, Mi G H, Tian C H, Chen W X. 2021. Negative impacts of excessive nitrogen fertilization on the abundance and diversity of diazotrophs in black soil under maize monocropping. Geoderma, 393, 114999.

Chen X P, Cui Z L, Fan M S, Peter V, Zhao M, Ma W Q, Wang Z L, Zhang W J, Yan X Y, Yang J C, Deng X P, Gao Q, Zhang Q, Guo S W, Ren J, Li S Q, Ye Y L, Wang Z H, Huang J L, Tang Q Y, et al. 2014. Producing more grain with lower environmental costs. Nature, 514, 486–489.

Chen X P, Cui Z L, Vitousek P M, Cassman K G, Matson P A, Bai J S, Meng Q F, Hou P, Yue S C, Römheld V, Zhang F S. 2011. Integrated soil-crop system management for food security. Proceedings of the National Academy of Sciences of the United States of America, 108, 6399–6404.

Cheng Y, Zhao J, Liu Z X, Huo Z J, Liu P, Dong S T, Zhang J W, Zhao B. 2015. Modified fertilization management of summer maize (Zea mays L.) in northern China improves grain yield and efficiency of nitrogen use. Journal of Integrative Agriculture, 14, 1644–1657.

Ciampitti I A, Camberato J J, Murrell S T, Vyn T J. 2013. Maize nutrient accumulation and partitioning in response to plant density and nitrogen rate: i. macronutrients. Agronomy Journal, 105, 1–13.

Ciampitti I A, Vyn T J. 2011. A comprehensive study of plant density consequences on nitrogen uptake dynamics of maize plants from vegetative to reproductive stages. Field Crops Research, 121, 2–18.

Colmer T D, Pedersen O. 2008. Oxygen dynamics in submerged rice (Oryza sativa). New Phytologist, 178, 326–334.

Corre-Hellou G, Fustec J, Crozat Y. 2006. Interspecific competition for soil nitrogen and its interaction with N2 fixation, leaf expansion and crop growth in pea–barley intercrops. Plant and Soil, 282, 195–208.

Coskun D, Britto D T, Shi W, Kronzucker H J. 2017. How plant root exudates shape the N cycle. Trends in Plant Science, 22, 661–673.

Dai C C, Chen Y, Wang X X, Li P D. 2013. Effects of intercropping of peanut with the medicinal plant Atractylodes lancea on soil microecology and peanut yield in subtropical China. Agroforestry Systems, 87, 417–426.

Dai Z G, Fei L J, Huang D L, Zeng J, Chen L, Cai Y H. 2019. Coupling effects of irrigation and nitrogen levels on yield, water and nitrogen use effciency of surge-root irrigated jujube in a semiarid region. Agricultural Water Management, 213, 146–154.

Du X B, Wang Z, Lei W X, Kong L C. 2021. Increased planting density combined with reduced nitrogen rate to achieve high yield in maize. Scientific Reports, 11, 1–12.

Erisman J W, Bleeker A, Galloway J N, Sutton M S. 2007. Reduced nitrogen in ecology and the environment. Environmental Pollution, 150, 140–149.

Fan M, Shen J, Yuan L, Jiang R, Chen X, Davies W J, Zhang F S. 2012. Improving crop productivity and resource use efficiency to ensure food security and environmental quality in China. Journal of Experimental Botany, 63, 13–24.

Fan Z L, Zhao Y H, Chai Q, Zhao C, Yu A Z, Coulter J A, Gan Y T, Cao W D. 2019. Synchrony of nitrogen supply and crop demand are driven via high maize density in maize/pea strip intercropping. Scientific Reports, 9, 1–14.

Gao N, Liu Y, Wu H Q, Zhang P, Yu N, Zhang Y L, Zou H T, Fan Q F, Zhang Y L. 2017. Interactive effects of irrigation and nitrogen fertilizer on yield, nitrogen uptake, and recovery of two successive Chinese cabbage crops as assessed using 15N isotope. Scientia Horticulturae, 215, 117–125.

Guo L, Shi J S, Wang L Y, Li R N, Ren Y L, Zhang Y C. 2018. Effects of nitrogen application rate on nitrogen absorption and utilization in summer maize and soil NO3-N content under drip fertigation. Chinese Journal of Eco-Agriculture, 26, 668–676. (in Chinese)

Guo Y, Yin W, Fan H, Fan Z L, Hu F L, Yu, A Z, Zhao C, Chai Q, Zhang X J. 2021. Photosynthetic physiological characteristics of water and nitrogen coupling for enhanced high-density tolerance and increased yield of maize in arid irrigation regions. Frontiers in Plant Science, 12, 726568.

Han K, Zhou C J, Sheng H Y, Yang Y, Zhang L P, Wang L P, Chen G Q, Li Z G. 2015. Agronomic improvements in corn by alternating nitrogen and irrigation to various plant densities. Agronomy Journal, 107, 93–103.

Hauggaard-Nielsen H, Andersen M K, J, Rnsgaard B, Jensen E S. 2006. Density and relative frequency effects on competitive interactions and resource use in pea–barley intercrops. Field Crops Research, 95, 256–267.

Hu F L, Zhao C, Feng F X, Chai Q, Mu Y, Zhang Y. 2017. Improving nitrogen management through intercropping alleviates the inhibitory effect of mineral nitrogen on nodulation in pea. Plant and Soil, 412, 235–251.

Huang M, Chen J, Cao F, Zou Y. 2017. Increased hill density can compensate for yield loss from reduced nitrogen input in machine-transplanted double-cropped rice. Field Crops Research, 221, 333–338.

Huang M, Yang C, Ji Q, Jiang L, Tan J, Li Y. 2013. Tillering responses of rice to plant density and nitrogen rate in a subtropical environment of southern China. Field Crops Research, 149, 187–192.

Huang S, He P, Jia L, Ding W, Ullah S, Zhao R, Liu M, Zhou W. 2021. Improving nitrogen use efficiency and reducing environmental cost with long-term nutrient expert management in a summer maize–winter wheat rotation system. Soil and Tillage Research, 213, 105117.

Ibrahim M, Peng S, Tang Q, Huang M, Jiang P, Zou Y. 2013. Comparisons of yield and growth behaviors of hybrid rice under different nitrogen management methods in tropical and subtropical environments. Journal of Integrative Agriculture, 12, 621–629.

Jing L Q, Zhao F C, Wang D C, Yuan J H, Lu D L, Lu W P. 2013. Effects of nitrogen application on accumulation and distribution of nitrogen, phosphorus, and potassium of summer maize under super-high yield conditions. Acta Agronomica Sinica, 39, 1478–1490. (in Chinese)

Kenobi K, Atkinson J A, Wells D M, Gaju O, Silva J D, Foulkes M J. 2017. Linear discriminant analysis reveals differences in root architecture in wheat seedlings by nitrogen uptake efficiency. Journal of Experimental Botany, 68, 4969–4981.

Kong L G, Xie Y, Hu L, Feng B, Li S D. 2016. Remobilization of vegetative nitrogen to developing grain in wheat. Field Crops Research, 196, 134–144.

Koyama L A, Terai M, Tokuchi N. 2020. Nitrate reductase activities in plants from different ecological and taxonomic groups grown in Japan. Ecological Research, 35, 708–712.

Kuypers M M, Marchant H K, Kartal B. 2018. The microbial N-cycling network. Nature Reviews Microbiology, 16, 263–276.

Li F, Yu J, Nong M, Kang S, Zhang J. 2010. Partial root-zone irrigation enhanced soil enzyme activities and water use of maize under different ratios of inorganic to organic N fertilizers. Agricultural Water Management, 97, 231–239.

Li G, Zhao B, Dong S, Zhang J, Liu P, Vyn T J. 2017. Interactive effects of water and controlled release urea on nitrogen metabolism, accumulation, translocation, and yield in summer maize. Science of Nature, 104, 1–12.

Li Y, Huang G H, Chen Z J, Xiong Y W, Huang Q Z, Xu X, Huo Z L. 2022. Effects of irrigation and fertilization on grain yield, water and nitrogen dynamics and their use efficiency of spring wheat farmland in an arid agricultural watershed of Northwest China. Agricultural Water Management, 260, 107277.

Liu X M, Gu W R, Li C F, Jing L, Shi W. 2021. Effects of nitrogen fertilizer and chemical regulation on spring maize lodging characteristics, grain filling and yield formation under high planting density in Heilongjiang Province, China. Journal of Integrative Agriculture, 20, 511–526.

Liu Z, Gao J, Gao F, Dong S, Liu P, Zhao B, Zhang J W. 2018. Integrated agronomic practices management improve yield and nitrogen balance in double cropping of winter wheat–summer maize. Field Crops Research, 221,196–206.

Ma B L, Dwyer L M, Gregorich E G. 1999. Soil nitrogen amendment effects on seasonal N mineralization and N cycling in maize production. Agronomy Journal, 91, 1003–1009.

Ma Q, Yu W T, Jiang C M, Zhou H, Xu Y G. 2012. The influences of mineral fertilization and crop sequence on sustainability of corn production in northeastern China. Agriculture, Ecosystems & Environment, 158, 110–117.

MacLaren C, Mead A, van Balen D, Claessens L, Etana A, Haan J, Storkey J. 2022. Long-term evidence for ecological intensification as a pathway to sustainable agriculture. Nature Sustainability, 5, 1–10.

Mon J, Bronson K F, Hunsaker D J, Thorp K R, White J W, French A N. 2016. Interactive effects of nitrogen fertilization and irrigation on grain yield, canopy temperature, and nitrogen use efficiency in overhead sprinkler-irrigated durum wheat. Field Crops Research, 191, 54–65.

Muhammad I, Lv J Z, Yang L, Ahmad S, Farooq S, Zeeshan M, Zhou X B. 2022. Low irrigation water minimizes the nitrate nitrogen losses without compromising the soil fertility, enzymatic activities and maize growth. BMC Plant Biology, 22, 1–13.

Murphy D V, Recous S, Stockdale E A, Fillery I R P, Jensen L S, Hatch D J, Goulding K W T. 2003. Gross nitrogen fluxes in soil: Theory, measurement and application of 15N pool dilution techniques. Advances in Agronomy, 79, 69–118.

Qi D, Pan C. 2022. Responses of shoot biomass accumulation, distribution, and nitrogen use efficiency of maize to nitrogen application rates under waterlogging. Agricultural Water Management, 261, 107352.

Rockel P, Strube F, Rockel A, Wildt J, Kaiser W M. 2002. Regulation of nitric oxide (NO) production by plant nitrate reductase in vivo and in vitro. Journal of Experimental Botany, 53, 103–110.

Sheshbahreh M J, Dehnavi M M, Salehi A, Bahreininejad B. 2019. Effect of irrigation regimes and nitrogen sources on biomass production, water and nitrogen use efficiency and nutrients uptake in coneflower (Echinacea purpurea L.). Agricultural Water Management, 213, 358–367.

Shisanya C A, Mucheru M W, Mugendi D N, Kung J B. 2009. Effect of organic and inorganic nutrient sources on soil mineral nitrogen and maize yields in central highlands of Kenya. Soil and Tillage Research, 103, 239–246.

Sinclair T R, Rufty T W. 2012. Nitrogen and water resources commonly limit crop yield increases, not necessarily plant genetics. Global Food Security, 1, 94–98.

Sui J, Wang J D, Gong S H, Xu D, Zhang Y Q, Qin Q M. 2018. Assessment of maize yield-increasing potential and optimum N level under mulched drip irrigation in the Northeast of China. Field Crops Research, 215, 132–139.

Teixeira E I, George M, Herreman T, Brown H, Fletcher A, Chakwizira E, Ruiter J, Maley S, Noble A. 2014. The impact of water and nitrogen limitation on maize biomass and resource-use efficiencies for radiation, water and nitrogen. Field Crops Research, 168, 109–118.

Wang N, Fu F C, Wang H G, Wang P, He S P, Shao H Y, Ni Z, Zhang X M. 2021. Effects of irrigation and nitrogen on chlorophyll content, dry matter and nitrogen accumulation in sugar beet (Beta vulgaris L.). Scientific Reports, 11, 1–9.

Wang X, Wang G, Turner N C, Xing Y, Li M, Guo T. 2020. Determining optimal mulching, planting density, and nitrogen application to increase maize grain yield and nitrogen translocation efficiency in Northwest China. BMC Plant Biology, 20, 1–21.

Wang Y, Janz B, Engedal T, Neergaard A D. 2017. Effect of irrigation regimes and nitrogen rates on water use effciency and nitrogen uptake in maize. Agricultural Water Management, 179, 271–276.

Wang Y L, Miao Y H, Han Y L. 2012. Effects of slow/controlled release nitrogen fertilizer on N metabolism, nitrogen accumulation and yield of summer maize. Chinese Joural of Soil Science, 1, 147–150. (in Chinese)

Wu Y, Bian S F, Liu Z M, Wang L C, Wang Y J, Xu W H, Zhou Y. 2021. Drip irrigation incorporating water conservation measures: Effects on soil water–nitrogen utilization, root traits and grain production of spring maize in semi-arid areas. Journal of Integrative Agriculture, 20, 3127–3142.

Xue L, Ma Z M, Du S P, Feng S J, Ran S B. 2019. Effects of application of nitrogen on melon yield, nitrogen balance and soil nitrogen accumulation under plastic mulching with drip irrigation. Scientia Agricultura Sinica, 52, 690–700. (in Chinese)

Yan F L, Zhang F C, Fan X K, Fan J L, Wang Y, Zou H Y, Wang H D, Li G D. 2021. Determining irrigation amount and fertilization rate to simultaneously optimize grain yield, grain nitrogen accumulation and economic benefit of drip-fertigated spring maize in northwest China. Agricultural Water Management, 243, 106440.

Yan P, Pan J, Zhang W, Shi J, Cui Z. 2017. A high plant density reduces the ability of maize to use soil nitrogen. PLoS ONE, 12, e0172717.

Yang Y H, Li M J, Wu J C, Pan X Y, Gao C M, Tang D W. 2022. Impact of combining long-term subsoiling and organic fertilizer on soil microbial biomass carbon and nitrogen, soil enzyme activity, and water use of winter wheat. Frontiers in Plant Science, 12, 788651.

Yin W, Chen G P, Feng F X, Guo Y, Hu F L, Chen G D, Zhao C, Yu A Z, Chai Q. 2017. Straw retention combined with plastic mulching improves compensation of intercropped maize in arid environment. Field Crops Research, 204, 42–51.

Yin W, Yu A Z, Chai Q, Hu F L, Feng F X, Gan Y T. 2015. Wheat and maize relay-planting with straw covering increases water use efficiency up to 46%. Agronomy for Sustainable Development, 35, 815–825.

Yin W, Yu A Z, Guo Y, Wang Y F, Zhao C, Fan Z L, Hu F L, Chai Q. 2018. Straw retention and plastic mulching enhance water use via synergistic regulation of water competition and compensation in wheat–maize intercropping systems. Field Crops Research, 229, 78–94.

Zhao B, Ata-Ul-Karim S T, Lemaire G, Duan A, Liu Z, Guo Y, Qin A, Ning Z, Liu Z. 2021. Exploring the nitrogen source–sink ratio to quantify ear nitrogen accumulation in maize and wheat using critical nitrogen dilution curve. Field Crops Research, 274, 108332.

Zhao C, Fan Z L, Coulter J A, Wen Y, Hu F L, Yu A Z, Fan H, Chai Q. 2020. High maize density alleviates the inhibitory effect of soil nitrogen on intercropped pea. Agronomy, 10, 248.

Zhang L, Jiang P, Gou X Q, Zhou X B, Zhu Y C, Liu M, Xiong H, Xu F X. 2019. Integrated water and nitrogen management practices to enhance yield and environmental goals in rice–ratoon rice systems. Agronomy Journal, 111, 2821–2831.

Zhang Y, Wang J, Gong S, Xu D, Sui J. 2017. Nitrogen fertigation effect on photosynthesis, grain yield and water use efficiency of winter wheat. Agricultural Water Management, 179, 277–287.

Zhu S Y, Cheng Z G, Tian T, Gong D S, Xiong Y C. 2021. Screening optimum population density in response to soil water availability in dryland wheat: From laboratory to field. Agricultural Water Management, 257, 107147.

Zhu X C, Zhang J, Zhang Z P, Deng A X, Zhang W J. 2016. Dense planting with less basal nitrogen fertilization might benefit rice cropping for high yield with less environmental impacts. European Journal of Agronomy, 75, 50–59.

No related articles found!
No Suggested Reading articles found!